Dataset statistics
| Number of variables | 225 |
|---|---|
| Number of observations | 561184 |
| Missing cells | 86103972 |
| Missing cells (%) | 68.2% |
| Total size in memory | 963.3 MiB |
| Average record size in memory | 1.8 KiB |
Variable types
| Numeric | 61 |
|---|---|
| Categorical | 159 |
| Unsupported | 5 |
security_pledge has constant value "" | Constant |
prospectus_issuer_name has a high cardinality: 18920 distinct values | High cardinality |
issuer_cusip has a high cardinality: 20621 distinct values | High cardinality |
issue_cusip has a high cardinality: 10315 distinct values | High cardinality |
issue_name has a high cardinality: 136216 distinct values | High cardinality |
maturity has a high cardinality: 16750 distinct values | High cardinality |
treasury_maturity has a high cardinality: 1939 distinct values | High cardinality |
offering_date has a high cardinality: 12765 distinct values | High cardinality |
delivery_date has a high cardinality: 11733 distinct values | High cardinality |
denomination has a high cardinality: 163 distinct values | High cardinality |
defeased_date has a high cardinality: 51 distinct values | High cardinality |
refunding_date has a high cardinality: 681 distinct values | High cardinality |
isin has a high cardinality: 559035 distinct values | High cardinality |
complete_cusip has a high cardinality: 561184 distinct values | High cardinality |
effective_date has a high cardinality: 11236 distinct values | High cardinality |
rating_decline_provision has a high cardinality: 257 distinct values | High cardinality |
determination_date has a high cardinality: 7739 distinct values | High cardinality |
reset_date has a high cardinality: 8964 distinct values | High cardinality |
determination_date_orig has a high cardinality: 8093 distinct values | High cardinality |
reset_date_orig has a high cardinality: 8127 distinct values | High cardinality |
conv_commod_issuer has a high cardinality: 3644 distinct values | High cardinality |
ticker has a high cardinality: 3263 distinct values | High cardinality |
conv_eff_date has a high cardinality: 6884 distinct values | High cardinality |
conv_exp_date has a high cardinality: 5826 distinct values | High cardinality |
conv_redemp_date has a high cardinality: 984 distinct values | High cardinality |
as_of_date has a high cardinality: 5892 distinct values | High cardinality |
change_date has a high cardinality: 6044 distinct values | High cardinality |
split_date has a high cardinality: 310 distinct values | High cardinality |
conv_prohibited_from has a high cardinality: 1140 distinct values | High cardinality |
coco_start_date has a high cardinality: 1365 distinct values | High cardinality |
coco_end_date has a high cardinality: 819 distinct values | High cardinality |
dated_date has a high cardinality: 10783 distinct values | High cardinality |
first_interest_date has a high cardinality: 12379 distinct values | High cardinality |
pay_in_kind_exp_date has a high cardinality: 244 distinct values | High cardinality |
last_interest_date has a high cardinality: 15403 distinct values | High cardinality |
filing_date has a high cardinality: 460 distinct values | High cardinality |
settlement has a high cardinality: 541 distinct values | High cardinality |
overallotment_expiration_date has a high cardinality: 3023 distinct values | High cardinality |
exercised_date has a high cardinality: 2388 distinct values | High cardinality |
notification_period has a high cardinality: 462 distinct values | High cardinality |
next_put_date has a high cardinality: 153 distinct values | High cardinality |
security_level is highly imbalanced (66.1%) | Imbalance |
convertible is highly imbalanced (91.3%) | Imbalance |
asset_backed is highly imbalanced (98.0%) | Imbalance |
canadian is highly imbalanced (74.3%) | Imbalance |
oid is highly imbalanced (84.6%) | Imbalance |
foreign_currency is highly imbalanced (90.6%) | Imbalance |
slob is highly imbalanced (99.9%) | Imbalance |
issue_offered_global is highly imbalanced (69.1%) | Imbalance |
settlement_type is highly imbalanced (99.8%) | Imbalance |
comp_neg_exch_deal is highly imbalanced (89.7%) | Imbalance |
sec_reg_type1 is highly imbalanced (73.7%) | Imbalance |
sec_reg_type2 is highly imbalanced (77.4%) | Imbalance |
rule_144a is highly imbalanced (69.1%) | Imbalance |
unit_deal is highly imbalanced (99.1%) | Imbalance |
form_of_own is highly imbalanced (95.8%) | Imbalance |
denomination is highly imbalanced (74.5%) | Imbalance |
covenants is highly imbalanced (59.2%) | Imbalance |
defeased is highly imbalanced (99.8%) | Imbalance |
defeasance_type is highly imbalanced (68.2%) | Imbalance |
defaulted is highly imbalanced (98.3%) | Imbalance |
tender_exch_offer is highly imbalanced (83.2%) | Imbalance |
refund_protection is highly imbalanced (94.8%) | Imbalance |
putable is highly imbalanced (95.3%) | Imbalance |
overallotment_opt is highly imbalanced (93.3%) | Imbalance |
announced_call is highly imbalanced (99.8%) | Imbalance |
dep_eligibility is highly imbalanced (64.0%) | Imbalance |
private_placement is highly imbalanced (98.3%) | Imbalance |
press_release is highly imbalanced (86.2%) | Imbalance |
perpetual is highly imbalanced (96.1%) | Imbalance |
exchangeable is highly imbalanced (54.2%) | Imbalance |
fungible is highly imbalanced (65.5%) | Imbalance |
preferred_security is highly imbalanced (50.6%) | Imbalance |
action_type is highly imbalanced (60.0%) | Imbalance |
rating_decline_trigger_put is highly imbalanced (90.5%) | Imbalance |
declining_net_worth is highly imbalanced (93.6%) | Imbalance |
after_acquired_property_clause is highly imbalanced (87.7%) | Imbalance |
economic_cov_def is highly imbalanced (61.0%) | Imbalance |
greater_of is highly imbalanced (99.6%) | Imbalance |
lesser_of is highly imbalanced (99.9%) | Imbalance |
conv_commod_type is highly imbalanced (84.5%) | Imbalance |
exchange is highly imbalanced (75.8%) | Imbalance |
dilution_protection is highly imbalanced (98.6%) | Imbalance |
conv_redemp_exception is highly imbalanced (79.6%) | Imbalance |
conv_period_spec is highly imbalanced (78.7%) | Imbalance |
reason is highly imbalanced (82.1%) | Imbalance |
conditional_conv_terms is highly imbalanced (70.6%) | Imbalance |
soft_call_make_whole is highly imbalanced (98.1%) | Imbalance |
peps is highly imbalanced (95.8%) | Imbalance |
percs is highly imbalanced (99.8%) | Imbalance |
convert_on_call is highly imbalanced (85.2%) | Imbalance |
coco_trigger_expressed_as is highly imbalanced (85.1%) | Imbalance |
coco_change_frequency is highly imbalanced (68.1%) | Imbalance |
coco_trade_days_in_previous is highly imbalanced (84.2%) | Imbalance |
pay_in_kind is highly imbalanced (98.6%) | Imbalance |
coupon_change_indicator is highly imbalanced (68.3%) | Imbalance |
day_count_basis is highly imbalanced (76.0%) | Imbalance |
currency is highly imbalanced (51.7%) | Imbalance |
dividends_related_payments_is is highly imbalanced (53.6%) | Imbalance |
funded_debt_is is highly imbalanced (93.3%) | Imbalance |
investments is highly imbalanced (86.1%) | Imbalance |
liens_is is highly imbalanced (60.3%) | Imbalance |
maintenance_net_worth is highly imbalanced (88.0%) | Imbalance |
senior_debt_issuance is highly imbalanced (94.9%) | Imbalance |
stock_issuance_issuer is highly imbalanced (84.6%) | Imbalance |
stock_transfer_sale_disp is highly imbalanced (77.2%) | Imbalance |
subordinated_debt_issuance is highly imbalanced (81.7%) | Imbalance |
net_earnings_test_issuance is highly imbalanced (87.6%) | Imbalance |
fixed_charge_coverage_is is highly imbalanced (56.3%) | Imbalance |
leverage_test_is is highly imbalanced (99.1%) | Imbalance |
borrowing_restricted is highly imbalanced (98.5%) | Imbalance |
funded_debt_sub is highly imbalanced (92.9%) | Imbalance |
stock_issuance is highly imbalanced (63.7%) | Imbalance |
preferred_stock_issuance is highly imbalanced (59.9%) | Imbalance |
investments_unrestricted_subs is highly imbalanced (89.9%) | Imbalance |
sale_xfer_assets_unrestricted is highly imbalanced (97.1%) | Imbalance |
subsidiary_redesignation is highly imbalanced (71.7%) | Imbalance |
subsidiary_guarantee is highly imbalanced (51.4%) | Imbalance |
liens_sub is highly imbalanced (64.6%) | Imbalance |
fixed_charge_coverage_sub is highly imbalanced (56.8%) | Imbalance |
leverage_test_sub is highly imbalanced (99.4%) | Imbalance |
security_pledge has 561008 (> 99.9%) missing values | Missing |
gross_spread has 348655 (62.1%) missing values | Missing |
selling_concession has 413059 (73.6%) missing values | Missing |
reallowance has 491675 (87.6%) missing values | Missing |
sec_reg_type1 has 17619 (3.1%) missing values | Missing |
sec_reg_type2 has 560978 (> 99.9%) missing values | Missing |
treasury_spread has 498043 (88.7%) missing values | Missing |
treasury_maturity has 532762 (94.9%) missing values | Missing |
offering_date has 12863 (2.3%) missing values | Missing |
offering_price has 34135 (6.1%) missing values | Missing |
offering_yield has 278562 (49.6%) missing values | Missing |
delivery_date has 18179 (3.2%) missing values | Missing |
defeasance_type has 561132 (> 99.9%) missing values | Missing |
defeased_date has 561109 (> 99.9%) missing values | Missing |
refunding_date has 557859 (99.4%) missing values | Missing |
dep_eligibility has 36467 (6.5%) missing values | Missing |
subsequent_data has 119435 (21.3%) missing values | Missing |
press_release has 559790 (99.8%) missing values | Missing |
sedol has 561184 (100.0%) missing values | Missing |
registration_rights has 556380 (99.1%) missing values | Missing |
action_price has 359281 (64.0%) missing values | Missing |
action_amount has 334198 (59.6%) missing values | Missing |
negative_pledge_covenant has 515429 (91.8%) missing values | Missing |
covenant_defeas_wo_tax_conseq has 515429 (91.8%) missing values | Missing |
legal_defeasance has 515429 (91.8%) missing values | Missing |
defeasance_wo_tax_conseq has 515429 (91.8%) missing values | Missing |
cross_default has 515429 (91.8%) missing values | Missing |
cross_acceleration has 515429 (91.8%) missing values | Missing |
change_control_put_provisions has 515429 (91.8%) missing values | Missing |
voting_power_percentage has 538879 (96.0%) missing values | Missing |
voting_power_percentage_erp has 554906 (98.9%) missing values | Missing |
rating_decline_trigger_put has 515429 (91.8%) missing values | Missing |
rating_decline_provision has 560641 (99.9%) missing values | Missing |
declining_net_worth has 515429 (91.8%) missing values | Missing |
declining_net_worth_trigger has 560679 (99.9%) missing values | Missing |
declining_net_worth_percentage has 555327 (99.0%) missing values | Missing |
declining_net_worth_provisions has 561106 (> 99.9%) missing values | Missing |
after_acquired_property_clause has 515429 (91.8%) missing values | Missing |
economic_cov_def has 515429 (91.8%) missing values | Missing |
asset_sale_clause has 515429 (91.8%) missing values | Missing |
fix_frequency has 520934 (92.8%) missing values | Missing |
determination_date has 521183 (92.9%) missing values | Missing |
greater_of has 445449 (79.4%) missing values | Missing |
lesser_of has 445449 (79.4%) missing values | Missing |
see_note has 445447 (79.4%) missing values | Missing |
reset_date has 521267 (92.9%) missing values | Missing |
determination_date_orig has 520932 (92.8%) missing values | Missing |
reset_date_orig has 521026 (92.8%) missing values | Missing |
conv_commod_cusip has 555538 (99.0%) missing values | Missing |
conv_commod_issuer has 501489 (89.4%) missing values | Missing |
conv_commod_type has 501992 (89.5%) missing values | Missing |
exchange has 502251 (89.5%) missing values | Missing |
ticker has 502372 (89.5%) missing values | Missing |
conv_price has 554886 (98.9%) missing values | Missing |
qty_of_commod has 554860 (98.9%) missing values | Missing |
percent_of_outstanding_commod has 555668 (99.0%) missing values | Missing |
conv_cash has 559908 (99.8%) missing values | Missing |
conv_eff_date has 501500 (89.4%) missing values | Missing |
conv_exp_date has 501705 (89.4%) missing values | Missing |
dilution_protection has 501639 (89.4%) missing values | Missing |
commod_price has 502072 (89.5%) missing values | Missing |
conv_premium has 554976 (98.9%) missing values | Missing |
conv_redemp_exception has 521805 (93.0%) missing values | Missing |
conv_redemp_date has 559584 (99.7%) missing values | Missing |
conv_price_percent has 559140 (99.6%) missing values | Missing |
conv_part_trade_days has 559153 (99.6%) missing values | Missing |
conv_total_trade_days has 559153 (99.6%) missing values | Missing |
conv_period_spec has 521828 (93.0%) missing values | Missing |
conv_period_days has 559819 (99.8%) missing values | Missing |
agent_id has 501853 (89.4%) missing values | Missing |
shares_outstanding has 556029 (99.1%) missing values | Missing |
orig_conv_price has 554832 (98.9%) missing values | Missing |
orig_commod_price has 502065 (89.5%) missing values | Missing |
orig_conv_premium has 554964 (98.9%) missing values | Missing |
orig_shares_outstanding has 556456 (99.2%) missing values | Missing |
orig_percent_outstanding_com has 555766 (99.0%) missing values | Missing |
orig_qty_of_commod has 554885 (98.9%) missing values | Missing |
as_of_date has 501452 (89.4%) missing values | Missing |
reason has 502854 (89.6%) missing values | Missing |
change_date has 501452 (89.4%) missing values | Missing |
split_date has 560530 (99.9%) missing values | Missing |
split_ratio has 560530 (99.9%) missing values | Missing |
conditional_conv_terms has 522172 (93.0%) missing values | Missing |
soft_call_make_whole has 523231 (93.2%) missing values | Missing |
peps has 523207 (93.2%) missing values | Missing |
percs has 523299 (93.2%) missing values | Missing |
conv_prohibited_from has 559523 (99.7%) missing values | Missing |
convert_on_call has 522837 (93.2%) missing values | Missing |
coco_start_date has 559034 (99.6%) missing values | Missing |
coco_end_date has 559063 (99.6%) missing values | Missing |
coco_initial_trigger_percent has 559137 (99.6%) missing values | Missing |
coco_trigger_expressed_as has 559142 (99.6%) missing values | Missing |
coco_change_rate has 559660 (99.7%) missing values | Missing |
coco_min_trigger_level has 559366 (99.7%) missing values | Missing |
coco_change_frequency has 559156 (99.6%) missing values | Missing |
coco_trade_days has 559164 (99.6%) missing values | Missing |
coco_trade_days_in_previous has 559161 (99.6%) missing values | Missing |
sc_make_whole_start_date has 561139 (> 99.9%) missing values | Missing |
sc_make_whole_end_date has 561139 (> 99.9%) missing values | Missing |
sc_make_whole_decrement_type has 561142 (> 99.9%) missing values | Missing |
sc_make_whole_initial_amount has 561163 (> 99.9%) missing values | Missing |
sc_make_whole_change_percent has 561163 (> 99.9%) missing values | Missing |
peps_max_conversion_ratio has 561010 (> 99.9%) missing values | Missing |
peps_min_conversion_ratio has 561010 (> 99.9%) missing values | Missing |
peps_higher_price has 561010 (> 99.9%) missing values | Missing |
peps_lower_price has 561010 (> 99.9%) missing values | Missing |
peps_issue_price has 561022 (> 99.9%) missing values | Missing |
percs_max_payoff has 561181 (> 99.9%) missing values | Missing |
dated_date has 17777 (3.2%) missing values | Missing |
first_interest_date has 114332 (20.4%) missing values | Missing |
coupon has 80086 (14.3%) missing values | Missing |
pay_in_kind has 118847 (21.2%) missing values | Missing |
pay_in_kind_exp_date has 560853 (99.9%) missing values | Missing |
last_interest_date has 163278 (29.1%) missing values | Missing |
next_interest_date has 561184 (100.0%) missing values | Missing |
currency has 554471 (98.8%) missing values | Missing |
amt_offered has 554471 (98.8%) missing values | Missing |
conversion_rate has 561136 (> 99.9%) missing values | Missing |
consolidation_merger has 515432 (91.8%) missing values | Missing |
dividends_related_payments_is has 515432 (91.8%) missing values | Missing |
funded_debt_is has 515432 (91.8%) missing values | Missing |
indebtedness_is has 515432 (91.8%) missing values | Missing |
investments has 515432 (91.8%) missing values | Missing |
liens_is has 515432 (91.8%) missing values | Missing |
maintenance_net_worth has 515432 (91.8%) missing values | Missing |
restricted_payments has 515432 (91.8%) missing values | Missing |
sales_leaseback_is has 515432 (91.8%) missing values | Missing |
sale_assets has 515432 (91.8%) missing values | Missing |
senior_debt_issuance has 515432 (91.8%) missing values | Missing |
stock_issuance_issuer has 515432 (91.8%) missing values | Missing |
stock_transfer_sale_disp has 515432 (91.8%) missing values | Missing |
subordinated_debt_issuance has 515432 (91.8%) missing values | Missing |
transaction_affiliates has 515432 (91.8%) missing values | Missing |
net_earnings_test_issuance has 515432 (91.8%) missing values | Missing |
fixed_charge_coverage_is has 515432 (91.8%) missing values | Missing |
leverage_test_is has 515432 (91.8%) missing values | Missing |
issuer_id_affected has 560023 (99.8%) missing values | Missing |
filing_date has 560023 (99.8%) missing values | Missing |
settlement has 560077 (99.8%) missing values | Missing |
other_sec_type has 561154 (> 99.9%) missing values | Missing |
other_sec_issuer has 561107 (> 99.9%) missing values | Missing |
sec_cusip has 561173 (> 99.9%) missing values | Missing |
quantity has 561106 (> 99.9%) missing values | Missing |
date_transferable has 561154 (> 99.9%) missing values | Missing |
date_subj_adjustment has 561154 (> 99.9%) missing values | Missing |
market_price has 561125 (> 99.9%) missing values | Missing |
allocated_offering_price_other has 561118 (> 99.9%) missing values | Missing |
overallotment_expiration_date has 556812 (99.2%) missing values | Missing |
exercised has 557173 (99.3%) missing values | Missing |
exercised_date has 558015 (99.4%) missing values | Missing |
amount has 556902 (99.2%) missing values | Missing |
notification_period has 559100 (99.6%) missing values | Missing |
next_put_date has 560943 (> 99.9%) missing values | Missing |
next_put_price has 560941 (> 99.9%) missing values | Missing |
borrowing_restricted has 515432 (91.8%) missing values | Missing |
dividends_related_payments_sub has 515432 (91.8%) missing values | Missing |
funded_debt_sub has 515432 (91.8%) missing values | Missing |
indebtedness_sub has 515432 (91.8%) missing values | Missing |
stock_issuance has 515432 (91.8%) missing values | Missing |
preferred_stock_issuance has 515432 (91.8%) missing values | Missing |
investments_unrestricted_subs has 515432 (91.8%) missing values | Missing |
sale_xfer_assets_unrestricted has 515432 (91.8%) missing values | Missing |
subsidiary_redesignation has 515432 (91.8%) missing values | Missing |
subsidiary_guarantee has 515432 (91.8%) missing values | Missing |
sales_leaseback_sub has 515432 (91.8%) missing values | Missing |
liens_sub has 515432 (91.8%) missing values | Missing |
fixed_charge_coverage_sub has 515432 (91.8%) missing values | Missing |
leverage_test_sub has 515432 (91.8%) missing values | Missing |
unit_cusip has 560998 (> 99.9%) missing values | Missing |
total_units_offered has 561016 (> 99.9%) missing values | Missing |
principal_amt_per_unit has 561029 (> 99.9%) missing values | Missing |
allocated_offering_price_unit has 560968 (> 99.9%) missing values | Missing |
gross_spread is highly skewed (γ1 = 326.5143639) | Skewed |
selling_concession is highly skewed (γ1 = 283.0784248) | Skewed |
reallowance is highly skewed (γ1 = 263.6455954) | Skewed |
offering_amt is highly skewed (γ1 = 164.8115636) | Skewed |
offering_price is highly skewed (γ1 = 302.3042203) | Skewed |
offering_yield is highly skewed (γ1 = 531.5041634) | Skewed |
principal_amt is highly skewed (γ1 = 282.5217547) | Skewed |
action_price is highly skewed (γ1 = 388.8830975) | Skewed |
action_amount is highly skewed (γ1 = 229.9638808) | Skewed |
amount_outstanding is highly skewed (γ1 = 349.2550159) | Skewed |
voting_power_percentage_erp is highly skewed (γ1 = 65.35959217) | Skewed |
conv_price is highly skewed (γ1 = 47.14630946) | Skewed |
percent_of_outstanding_commod is highly skewed (γ1 = 70.32664758) | Skewed |
conv_cash is highly skewed (γ1 = 24.65621726) | Skewed |
commod_price is highly skewed (γ1 = 120.8609144) | Skewed |
conv_premium is highly skewed (γ1 = 50.47190035) | Skewed |
orig_conv_price is highly skewed (γ1 = 49.64510861) | Skewed |
orig_commod_price is highly skewed (γ1 = 119.4230657) | Skewed |
orig_conv_premium is highly skewed (γ1 = 75.92180339) | Skewed |
orig_percent_outstanding_com is highly skewed (γ1 = 73.16424642) | Skewed |
orig_qty_of_commod is highly skewed (γ1 = 53.26868872) | Skewed |
amt_offered is highly skewed (γ1 = 48.4082822) | Skewed |
amount is highly skewed (γ1 = 47.88437067) | Skewed |
issue_id has unique values | Unique |
complete_cusip has unique values | Unique |
sedol is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
conv_commod_cusip is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
next_interest_date is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
sec_cusip is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
unit_cusip is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
gross_spread has 25392 (4.5%) zeros | Zeros |
selling_concession has 22388 (4.0%) zeros | Zeros |
reallowance has 18391 (3.3%) zeros | Zeros |
treasury_spread has 16128 (2.9%) zeros | Zeros |
amount_outstanding has 456041 (81.3%) zeros | Zeros |
voting_power_percentage_erp has 6256 (1.1%) zeros | Zeros |
declining_net_worth_percentage has 5639 (1.0%) zeros | Zeros |
interest_frequency has 105541 (18.8%) zeros | Zeros |
coupon has 111965 (20.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-30 16:44:44.761625 |
|---|---|
| Analysis finished | 2023-03-30 16:45:16.305537 |
| Duration | 31.54 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
| Distinct | 500000 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226078.1853 |
| Minimum | 0 |
|---|---|
| Maximum | 499999 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14029.15 |
| Q1 | 79111.75 |
| median | 219407.5 |
| Q3 | 359703.25 |
| 95-th percentile | 471939.85 |
| Maximum | 499999 |
| Range | 499999 |
| Interquartile range (IQR) | 280591.5 |
Descriptive statistics
| Standard deviation | 152552.6034 |
|---|---|
| Coefficient of variation (CV) | 0.6747780783 |
| Kurtosis | -1.288151716 |
| Mean | 226078.1853 |
| Median Absolute Deviation (MAD) | 140296 |
| Skewness | 0.1436078777 |
| Sum | 1.268714603 × 1011 |
| Variance | 2.327229681 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 40795 | 2 | < 0.1% |
| 40783 | 2 | < 0.1% |
| 40784 | 2 | < 0.1% |
| 40785 | 2 | < 0.1% |
| 40786 | 2 | < 0.1% |
| 40787 | 2 | < 0.1% |
| 40788 | 2 | < 0.1% |
| 40789 | 2 | < 0.1% |
| 40790 | 2 | < 0.1% |
| Other values (499990) | 561164 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 |
| Value | Count | Frequency (%) |
| 499999 | 1 | |
| 499998 | 1 | |
| 499997 | 1 | |
| 499996 | 1 | |
| 499995 | 1 |
issue_id
Real number (ℝ)
| Distinct | 561184 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 509570.505 |
| Minimum | 1 |
|---|---|
| Maximum | 1042557 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 33794.15 |
| Q1 | 166955.75 |
| median | 553395 |
| Q3 | 754332.5 |
| 95-th percentile | 1001197.85 |
| Maximum | 1042557 |
| Range | 1042556 |
| Interquartile range (IQR) | 587376.75 |
Descriptive statistics
| Standard deviation | 321824.275 |
|---|---|
| Coefficient of variation (CV) | 0.6315598565 |
| Kurtosis | -1.299860495 |
| Mean | 509570.505 |
| Median Absolute Deviation (MAD) | 283737 |
| Skewness | -0.05286287657 |
| Sum | 2.859628143 × 1011 |
| Variance | 1.03570864 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 697086 | 1 | < 0.1% |
| 697074 | 1 | < 0.1% |
| 697076 | 1 | < 0.1% |
| 697078 | 1 | < 0.1% |
| 697080 | 1 | < 0.1% |
| 697082 | 1 | < 0.1% |
| 697084 | 1 | < 0.1% |
| 697088 | 1 | < 0.1% |
| 697036 | 1 | < 0.1% |
| Other values (561174) | 561174 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 |
| Value | Count | Frequency (%) |
| 1042557 | 1 | |
| 1042556 | 1 | |
| 1042555 | 1 | |
| 1042554 | 1 | |
| 1042553 | 1 |
issuer_id
Real number (ℝ)
| Distinct | 16548 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18680.76198 |
| Minimum | 3 |
|---|---|
| Maximum | 51760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 1484 |
| Q1 | 1489 |
| median | 5099 |
| Q3 | 37581 |
| 95-th percentile | 46419 |
| Maximum | 51760 |
| Range | 51757 |
| Interquartile range (IQR) | 36092 |
Descriptive statistics
| Standard deviation | 18509.9584 |
|---|---|
| Coefficient of variation (CV) | 0.9908567126 |
| Kurtosis | -1.74687919 |
| Mean | 18680.76198 |
| Median Absolute Deviation (MAD) | 3844 |
| Skewness | 0.2986907322 |
| Sum | 1.048334473 × 1010 |
| Variance | 342618560.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1489 | 105092 | |
| 1494 | 35797 | 6.4% |
| 41105 | 35106 | 6.3% |
| 1497 | 29948 | 5.3% |
| 1484 | 21783 | 3.9% |
| 29777 | 21432 | 3.8% |
| 46451 | 18485 | 3.3% |
| 40163 | 13968 | 2.5% |
| 37118 | 12053 | 2.1% |
| 8276 | 11539 | 2.1% |
| Other values (16538) | 255981 |
| Value | Count | Frequency (%) |
| 3 | 15 | < 0.1% |
| 4 | 1887 | |
| 6 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 51760 | 1 | |
| 51702 | 1 | |
| 51689 | 1 | |
| 51685 | 1 | |
| 51684 | 1 |
prospectus_issuer_name
Categorical
| Distinct | 18920 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| FEDERAL HOME LN BKS | |
|---|---|
| UBS AG LONDON BRH | |
| FEDERAL HOME LN MTG CORP MTN | 29588 |
| FEDERAL NATL MTG ASSN | 23498 |
| BARCLAYS BK PLC | 21433 |
| Other values (18915) |
Unique
| Unique | 8653 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | AAR CORP |
|---|---|
| 2nd row | AAR CORP |
| 3rd row | ABN AMRO BK N V N Y BRH |
| 4th row | ABN AMRO BK N V N Y BRH |
| 5th row | ABN AMRO BK N V N Y BRH |
Common Values
| Value | Count | Frequency (%) |
| FEDERAL HOME LN BKS | 103315 | 18.4% |
| UBS AG LONDON BRH | 35101 | 6.3% |
| FEDERAL HOME LN MTG CORP MTN | 29588 | 5.3% |
| FEDERAL NATL MTG ASSN | 23498 | 4.2% |
| BARCLAYS BK PLC | 21433 | 3.8% |
| FEDERAL FARM CR BKS CONS SYSTEMWIDE BDS | 19120 | 3.4% |
| JPMORGAN CHASE FINL CO LLC | 18484 | 3.3% |
| GS FIN CORP | 13966 | 2.5% |
| CITIGROUP GLOBAL MKTS HLDGS INC | 12026 | 2.1% |
| ROYAL BK CDA | 11538 | 2.1% |
| Other values (18910) | 273115 |
issuer_cusip
Categorical
| Distinct | 20621 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| 36962G | 944 |
|---|---|
| 312923 | 908 |
| 3133M1 | 906 |
| 313394 | 906 |
| 38143U | 905 |
| Other values (20616) |
Unique
| Unique | 7964 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | 000361 |
|---|---|
| 2nd row | 000361 |
| 3rd row | 00077D |
| 4th row | 00077D |
| 5th row | 00077T |
Common Values
| Value | Count | Frequency (%) |
| 36962G | 944 | 0.2% |
| 312923 | 908 | 0.2% |
| 3133M1 | 906 | 0.2% |
| 313394 | 906 | 0.2% |
| 38143U | 905 | 0.2% |
| 312925 | 904 | 0.2% |
| 313395 | 904 | 0.2% |
| 313393 | 903 | 0.2% |
| 3133M5 | 902 | 0.2% |
| 3133M0 | 902 | 0.2% |
| Other values (20611) | 552100 |
issue_cusip
Categorical
| Distinct | 10315 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| AA8 | 1330 |
|---|---|
| AA1 | 1316 |
| AA9 | 1307 |
| AA7 | 1297 |
| AA5 | 1295 |
| Other values (10310) |
Unique
| Unique | 298 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | AA3 |
|---|---|
| 2nd row | AB1 |
| 3rd row | AB5 |
| 4th row | AF6 |
| 5th row | AA2 |
Common Values
| Value | Count | Frequency (%) |
| AA8 | 1330 | 0.2% |
| AA1 | 1316 | 0.2% |
| AA9 | 1307 | 0.2% |
| AA7 | 1297 | 0.2% |
| AA5 | 1295 | 0.2% |
| AA3 | 1293 | 0.2% |
| AA4 | 1285 | 0.2% |
| AA6 | 1277 | 0.2% |
| AA0 | 1265 | 0.2% |
| AA2 | 1247 | 0.2% |
| Other values (10305) | 548272 |
issue_name
Categorical
| Distinct | 136216 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| NT | 28350 |
|---|---|
| MTN | 27455 |
| BD | 17206 |
| MTN FLTG RT EQUITY-LINKED (TRIGGER PHOENIX AUTOCALLABLE OPT) | 10647 |
| DEB | 6418 |
| Other values (136211) |
Unique
| Unique | 125755 ? |
|---|---|
| Unique (%) | 22.4% |
Sample
| 1st row | NT |
|---|---|
| 2nd row | NT |
| 3rd row | MTN |
| 4th row | SUB DEP NT SER B |
| 5th row | SUB DEP NT SER B |
Common Values
| Value | Count | Frequency (%) |
| NT | 28350 | 5.1% |
| MTN | 27455 | 4.9% |
| BD | 17206 | 3.1% |
| MTN FLTG RT EQUITY-LINKED (TRIGGER PHOENIX AUTOCALLABLE OPT) | 10647 | 1.9% |
| DEB | 6418 | 1.1% |
| SR NT RULE 144A | 6357 | 1.1% |
| SR NT | 6055 | 1.1% |
| MTN FLTG RT RULE 144A | 5477 | 1.0% |
| MTN STEP-UP | 5410 | 1.0% |
| MTN FLTG RT SER B EQUITY-LINKED (TRIGGER PHOENIX AUTOCALL OPT) | 4928 | 0.9% |
| Other values (136206) | 442881 |
maturity
Categorical
| Distinct | 16750 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 2290 |
| Missing (%) | 0.4% |
| Memory size | 4.3 MiB |
| 2021-09-30 | 427 |
|---|---|
| 2023-08-31 | 409 |
| 2024-05-31 | 391 |
| 2023-06-15 | 388 |
| 2021-06-30 | 381 |
| Other values (16745) |
Unique
| Unique | 3110 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 2001-11-01 |
|---|---|
| 2nd row | 2003-10-15 |
| 3rd row | 1996-01-12 |
| 4th row | 2009-08-01 |
| 5th row | 2023-05-15 |
Common Values
| Value | Count | Frequency (%) |
| 2021-09-30 | 427 | 0.1% |
| 2023-08-31 | 409 | 0.1% |
| 2024-05-31 | 391 | 0.1% |
| 2023-06-15 | 388 | 0.1% |
| 2021-06-30 | 381 | 0.1% |
| 2022-06-30 | 379 | 0.1% |
| 2022-11-30 | 368 | 0.1% |
| 2008-04-30 | 360 | 0.1% |
| 2023-02-28 | 355 | 0.1% |
| 2019-09-30 | 355 | 0.1% |
| Other values (16740) | 555081 | |
| (Missing) | 2290 | 0.4% |
security_level
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 348 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| SEN | |
|---|---|
| NON | |
| SS | 10213 |
| SENS | 9208 |
| SUB | 2524 |
| Other values (2) | 352 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SEN |
|---|---|
| 2nd row | SEN |
| 3rd row | SEN |
| 4th row | SENS |
| 5th row | SUB |
Common Values
| Value | Count | Frequency (%) |
| SEN | 441971 | |
| NON | 96568 | 17.2% |
| SS | 10213 | 1.8% |
| SENS | 9208 | 1.6% |
| SUB | 2524 | 0.4% |
| JUNS | 337 | 0.1% |
| JUN | 15 | < 0.1% |
| (Missing) | 348 | 0.1% |
Common Values (Plot)
security_pledge
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 561008 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| M |
|---|
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 176 | < 0.1% |
| (Missing) | 561008 |
Common Values (Plot)
enhancement
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 724 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 478295 | |
| Y | 82165 | 14.6% |
| (Missing) | 724 | 0.1% |
Common Values (Plot)
coupon_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 31 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| F | |
|---|---|
| V | |
| Z |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 296824 | |
| V | 158415 | |
| Z | 105914 | 18.9% |
| (Missing) | 31 | < 0.1% |
Common Values (Plot)
convertible
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 925 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 6103 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 554156 | |
| Y | 6103 | 1.1% |
| (Missing) | 925 | 0.2% |
Common Values (Plot)
mtn
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 312774 | |
| N | 248376 | |
| (Missing) | 34 | < 0.1% |
Common Values (Plot)
asset_backed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 928 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1090 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 559166 | |
| Y | 1090 | 0.2% |
| (Missing) | 928 | 0.2% |
Common Values (Plot)
yankee
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 717 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 463363 | |
| Y | 97104 | 17.3% |
| (Missing) | 717 | 0.1% |
Common Values (Plot)
canadian
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 882 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 24235 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 536067 | |
| Y | 24235 | 4.3% |
| (Missing) | 882 | 0.2% |
Common Values (Plot)
oid
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 924 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 12456 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 547804 | |
| Y | 12456 | 2.2% |
| (Missing) | 924 | 0.2% |
Common Values (Plot)
foreign_currency
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 6714 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 554470 | |
| Y | 6714 | 1.2% |
Common Values (Plot)
slob
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 928 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 31 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 560225 | |
| Y | 31 | < 0.1% |
| (Missing) | 928 | 0.2% |
Common Values (Plot)
issue_offered_global
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 813 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 31022 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 529349 | |
| Y | 31022 | 5.5% |
| (Missing) | 813 | 0.1% |
Common Values (Plot)
settlement_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 93 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| S | |
|---|---|
| N | 95 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| S | 560996 | |
| N | 95 | < 0.1% |
| (Missing) | 93 | < 0.1% |
Common Values (Plot)
gross_spread
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 9285 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 348655 |
| Missing (%) | 62.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.763115679 |
| Minimum | 0 |
|---|---|
| Maximum | 45000 |
| Zeros | 25392 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 1.8 |
| Q3 | 4.5 |
| 95-th percentile | 20 |
| Maximum | 45000 |
| Range | 45000 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 121.8781552 |
|---|---|
| Coefficient of variation (CV) | 25.58790578 |
| Kurtosis | 111203.0936 |
| Mean | 4.763115679 |
| Median Absolute Deviation (MAD) | 1.33 |
| Skewness | 326.5143639 |
| Sum | 1012300.212 |
| Variance | 14854.28472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25392 | 4.5% |
| 2 | 13846 | 2.5% |
| 1.5 | 13413 | 2.4% |
| 1.25 | 10568 | 1.9% |
| 3 | 10191 | 1.8% |
| 2.5 | 7016 | 1.3% |
| 1.75 | 5482 | 1.0% |
| 1 | 5369 | 1.0% |
| 6.5 | 5284 | 0.9% |
| 8.75 | 4443 | 0.8% |
| Other values (9275) | 111525 | 19.9% |
| (Missing) | 348655 |
| Value | Count | Frequency (%) |
| 0 | 25392 | |
| 0.001 | 9 | < 0.1% |
| 0.0017 | 1 | < 0.1% |
| 0.002 | 18 | < 0.1% |
| 0.0025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45000 | 1 | |
| 32500 | 1 | |
| 5043 | 1 | |
| 3000 | 2 | |
| 2500 | 1 |
selling_concession
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 1054 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 413059 |
| Missing (%) | 73.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.905805492 |
| Minimum | 0 |
|---|---|
| Maximum | 30000 |
| Zeros | 22388 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 1.3 |
| Q3 | 2.5 |
| 95-th percentile | 10.625 |
| Maximum | 30000 |
| Range | 30000 |
| Interquartile range (IQR) | 1.75 |
Descriptive statistics
| Standard deviation | 94.16006429 |
|---|---|
| Coefficient of variation (CV) | 32.40411808 |
| Kurtosis | 83274.14834 |
| Mean | 2.905805492 |
| Median Absolute Deviation (MAD) | 0.95 |
| Skewness | 283.0784248 |
| Sum | 430422.4385 |
| Variance | 8866.117707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22388 | 4.0% |
| 1.25 | 17934 | 3.2% |
| 1.5 | 17899 | 3.2% |
| 1 | 14981 | 2.7% |
| 2.5 | 10950 | 2.0% |
| 2 | 7858 | 1.4% |
| 4 | 6253 | 1.1% |
| 5 | 5087 | 0.9% |
| 0.75 | 4641 | 0.8% |
| 0.5 | 4560 | 0.8% |
| Other values (1044) | 35574 | 6.3% |
| (Missing) | 413059 |
| Value | Count | Frequency (%) |
| 0 | 22388 | |
| 0.002 | 1 | < 0.1% |
| 0.005 | 8 | < 0.1% |
| 0.006 | 1 | < 0.1% |
| 0.01 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000 | 1 | |
| 20000 | 1 | |
| 1875 | 1 | |
| 1500 | 2 | |
| 1010.9375 | 1 |
reallowance
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 303 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 491675 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2153.54541 |
| Minimum | 0 |
|---|---|
| Maximum | 149557500 |
| Zeros | 18391 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.25 |
| Q3 | 2.5 |
| 95-th percentile | 6.25 |
| Maximum | 149557500 |
| Range | 149557500 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 567267.1976 |
|---|---|
| Coefficient of variation (CV) | 263.4108364 |
| Kurtosis | 69508.99997 |
| Mean | 2153.54541 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 263.6455954 |
| Sum | 149690787.9 |
| Variance | 3.217920735 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18391 | 3.3% |
| 2.5 | 15604 | 2.8% |
| 1.25 | 5311 | 0.9% |
| 1 | 4911 | 0.9% |
| 2 | 3707 | 0.7% |
| 1.5 | 3385 | 0.6% |
| 0.75 | 2444 | 0.4% |
| 3.5 | 1495 | 0.3% |
| 2.25 | 1365 | 0.2% |
| 0.5 | 1333 | 0.2% |
| Other values (293) | 11563 | 2.1% |
| (Missing) | 491675 |
| Value | Count | Frequency (%) |
| 0 | 18391 | |
| 0.005 | 1 | < 0.1% |
| 0.01 | 4 | < 0.1% |
| 0.01134 | 1 | < 0.1% |
| 0.025 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 149557500 | 1 | < 0.1% |
| 1250 | 1 | < 0.1% |
| 1011.07375 | 1 | < 0.1% |
| 1000 | 1 | < 0.1% |
| 250 | 4 |
comp_neg_exch_deal
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| NEG | |
|---|---|
| EXCH | 12046 |
| COMP | 665 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NEG |
|---|---|
| 2nd row | NEG |
| 3rd row | NEG |
| 4th row | NEG |
| 5th row | NEG |
Common Values
| Value | Count | Frequency (%) |
| NEG | 548465 | |
| EXCH | 12046 | 2.1% |
| COMP | 665 | 0.1% |
| (Missing) | 8 | < 0.1% |
Common Values (Plot)
rule_415_reg
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 794 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 281234 | |
| N | 279156 | |
| (Missing) | 794 | 0.1% |
Common Values (Plot)
sec_reg_type1
Categorical
IMBALANCE  MISSING 
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17619 |
| Missing (%) | 3.1% |
| Memory size | 4.3 MiB |
| RBNA | |
|---|---|
| NR | |
| S-3 | 11439 |
| S-4 | 4084 |
| F-3 | 911 |
| Other values (22) | 2937 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | RBNA |
|---|---|
| 2nd row | S-3 |
| 3rd row | RBNA |
| 4th row | NR |
| 5th row | NR |
Common Values
| Value | Count | Frequency (%) |
| RBNA | 288453 | |
| NR | 235741 | |
| S-3 | 11439 | 2.0% |
| S-4 | 4084 | 0.7% |
| F-3 | 911 | 0.2% |
| RS | 898 | 0.2% |
| S-1 | 794 | 0.1% |
| F-4 | 517 | 0.1% |
| S-2 | 163 | < 0.1% |
| F-10 | 144 | < 0.1% |
| Other values (17) | 421 | 0.1% |
| (Missing) | 17619 | 3.1% |
sec_reg_type2
Categorical
IMBALANCE  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 560978 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| NR | |
|---|---|
| S-3 | 15 |
| F-10 | 2 |
| F-3 | 1 |
| A | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | NR |
|---|---|
| 2nd row | NR |
| 3rd row | NR |
| 4th row | NR |
| 5th row | NR |
Common Values
| Value | Count | Frequency (%) |
| NR | 186 | < 0.1% |
| S-3 | 15 | < 0.1% |
| F-10 | 2 | < 0.1% |
| F-3 | 1 | < 0.1% |
| A | 1 | < 0.1% |
| S-1 | 1 | < 0.1% |
| (Missing) | 560978 |
Common Values (Plot)
rule_144a
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 31044 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 530140 | |
| Y | 31044 | 5.5% |
Common Values (Plot)
treasury_spread
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2916 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 498043 |
| Missing (%) | 88.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.419537 |
| Minimum | -292 |
|---|---|
| Maximum | 3916 |
| Zeros | 16128 |
| Zeros (%) | 2.9% |
| Negative | 68 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -292 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 81 |
| Q3 | 175 |
| 95-th percentile | 540 |
| Maximum | 3916 |
| Range | 4208 |
| Interquartile range (IQR) | 175 |
Descriptive statistics
| Standard deviation | 181.0807358 |
|---|---|
| Coefficient of variation (CV) | 1.308202149 |
| Kurtosis | 8.337203624 |
| Mean | 138.419537 |
| Median Absolute Deviation (MAD) | 81 |
| Skewness | 2.279389946 |
| Sum | 8739947.986 |
| Variance | 32790.23287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16128 | 2.9% |
| 100 | 617 | 0.1% |
| 90 | 596 | 0.1% |
| 80 | 572 | 0.1% |
| 95 | 570 | 0.1% |
| 120 | 560 | 0.1% |
| 70 | 528 | 0.1% |
| 105 | 525 | 0.1% |
| 110 | 522 | 0.1% |
| 115 | 517 | 0.1% |
| Other values (2906) | 42006 | 7.5% |
| (Missing) | 498043 |
| Value | Count | Frequency (%) |
| -292 | 1 | |
| -290 | 1 | |
| -288 | 1 | |
| -287 | 1 | |
| -286.5 | 1 |
| Value | Count | Frequency (%) |
| 3916 | 1 | |
| 1654 | 1 | |
| 1568 | 1 | |
| 1532 | 1 | |
| 1501 | 1 |
treasury_maturity
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 1939 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 532762 |
| Missing (%) | 94.9% |
| Memory size | 4.3 MiB |
| 10 YEAR | |
|---|---|
| 5 YEAR | |
| 3 YEAR | 1578 |
| 30 YEAR | 1214 |
| 7 YEAR | 960 |
| Other values (1934) |
Unique
| Unique | 855 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 10 YEAR |
|---|---|
| 2nd row | 2 YEAR |
| 3rd row | 10 YEAR |
| 4th row | 30 YEAR |
| 5th row | 30 YEAR |
Common Values
| Value | Count | Frequency (%) |
| 10 YEAR | 3472 | 0.6% |
| 5 YEAR | 2579 | 0.5% |
| 3 YEAR | 1578 | 0.3% |
| 30 YEAR | 1214 | 0.2% |
| 7 YEAR | 960 | 0.2% |
| 2 YEAR | 828 | 0.1% |
| 1 YEAR | 549 | 0.1% |
| 4 YEAR | 301 | 0.1% |
| 912828Z94 | 209 | < 0.1% |
| 912828KQ2 | 173 | < 0.1% |
| Other values (1929) | 16559 | 3.0% |
| (Missing) | 532762 |
offering_amt
Real number (ℝ)
| Distinct | 37250 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 61 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 348951.3876 |
| Minimum | 0 |
|---|---|
| Maximum | 2000000000 |
| Zeros | 83 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 1810 |
| median | 15000 |
| Q3 | 75000 |
| 95-th percentile | 750000 |
| Maximum | 2000000000 |
| Range | 2000000000 |
| Interquartile range (IQR) | 73190 |
Descriptive statistics
| Standard deviation | 6665280.246 |
|---|---|
| Coefficient of variation (CV) | 19.10088477 |
| Kurtosis | 38241.93252 |
| Mean | 348951.3876 |
| Median Absolute Deviation (MAD) | 14520 |
| Skewness | 164.8115636 |
| Sum | 1.958046494 × 1011 |
| Variance | 4.442596075 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 37840 | 6.7% |
| 50000 | 30316 | 5.4% |
| 15000 | 26919 | 4.8% |
| 100000 | 21412 | 3.8% |
| 1 | 15920 | 2.8% |
| 500000 | 11247 | 2.0% |
| 10000 | 11054 | 2.0% |
| 250000 | 10873 | 1.9% |
| 20000 | 9389 | 1.7% |
| 200000 | 8385 | 1.5% |
| Other values (37240) | 377768 |
| Value | Count | Frequency (%) |
| 0 | 83 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 1 | 15920 | |
| 1.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2000000000 | 1 | < 0.1% |
| 1924515000 | 1 | < 0.1% |
| 1420000000 | 1 | < 0.1% |
| 1250000000 | 1 | < 0.1% |
| 1000000000 | 4 |
offering_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 12765 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 12863 |
| Missing (%) | 2.3% |
| Memory size | 4.3 MiB |
| 2022-04-29 | 471 |
|---|---|
| 2021-03-26 | 450 |
| 2021-01-29 | 427 |
| 2020-11-24 | 413 |
| 2020-01-28 | 409 |
| Other values (12760) |
Unique
| Unique | 2263 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 1989-10-24 |
|---|---|
| 2nd row | 1993-10-12 |
| 3rd row | 1994-01-07 |
| 4th row | 1994-07-27 |
| 5th row | 1993-05-20 |
Common Values
| Value | Count | Frequency (%) |
| 2022-04-29 | 471 | 0.1% |
| 2021-03-26 | 450 | 0.1% |
| 2021-01-29 | 427 | 0.1% |
| 2020-11-24 | 413 | 0.1% |
| 2020-01-28 | 409 | 0.1% |
| 2020-02-28 | 408 | 0.1% |
| 2021-02-26 | 400 | 0.1% |
| 2020-02-25 | 397 | 0.1% |
| 2021-09-27 | 396 | 0.1% |
| 2022-05-31 | 393 | 0.1% |
| Other values (12755) | 544157 | |
| (Missing) | 12863 | 2.3% |
offering_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 8238 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 34135 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.30603505 |
| Minimum | 0 |
|---|---|
| Maximum | 10010 |
| Zeros | 2191 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 99.69564 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 10010 |
| Range | 10010 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.28913944 |
|---|---|
| Coefficient of variation (CV) | 0.1942393474 |
| Kurtosis | 141617.3136 |
| Mean | 99.30603505 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 302.3042203 |
| Sum | 52339146.47 |
| Variance | 372.0709005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 475288 | |
| 0 | 2191 | 0.4% |
| 99.5 | 631 | 0.1% |
| 99.75 | 522 | 0.1% |
| 99 | 367 | 0.1% |
| 99.875 | 289 | 0.1% |
| 99.25 | 276 | < 0.1% |
| 99.9 | 238 | < 0.1% |
| 99.8 | 226 | < 0.1% |
| 99.625 | 194 | < 0.1% |
| Other values (8228) | 46827 | 8.3% |
| (Missing) | 34135 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 2191 | |
| 1 | 10 | < 0.1% |
| 1.38 | 1 | < 0.1% |
| 1.45 | 2 | < 0.1% |
| 1.68 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10010 | 1 | |
| 5000 | 1 | |
| 3100 | 1 | |
| 1400 | 2 | |
| 1001 | 1 |
offering_yield
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 33438 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 278562 |
| Missing (%) | 49.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.72795011 |
| Minimum | -0.66687 |
|---|---|
| Maximum | 1750000 |
| Zeros | 2786 |
| Zeros (%) | 0.5% |
| Negative | 4 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -0.66687 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 2.75 |
| median | 5.125 |
| Q3 | 6.94 |
| 95-th percentile | 12.25 |
| Maximum | 1750000 |
| Range | 1750000.667 |
| Interquartile range (IQR) | 4.19 |
Descriptive statistics
| Standard deviation | 3292.046758 |
|---|---|
| Coefficient of variation (CV) | 280.7009517 |
| Kurtosis | 282537.9299 |
| Mean | 11.72795011 |
| Median Absolute Deviation (MAD) | 2.095 |
| Skewness | 531.5041634 |
| Sum | 3314576.717 |
| Variance | 10837571.86 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 4945 | 0.9% |
| 6 | 4833 | 0.9% |
| 4 | 3854 | 0.7% |
| 3 | 3710 | 0.7% |
| 2 | 3532 | 0.6% |
| 5.5 | 3186 | 0.6% |
| 5.25 | 2876 | 0.5% |
| 7 | 2839 | 0.5% |
| 0 | 2786 | 0.5% |
| 1 | 2338 | 0.4% |
| Other values (33428) | 247723 | |
| (Missing) | 278562 |
| Value | Count | Frequency (%) |
| -0.66687 | 2 | < 0.1% |
| -0.5 | 1 | < 0.1% |
| -0.146 | 1 | < 0.1% |
| 0 | 2786 | |
| 0.001 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1750000 | 1 | |
| 18902 | 1 | |
| 8077 | 1 | |
| 3924 | 1 | |
| 3125 | 1 |
delivery_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 11733 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 18179 |
| Missing (%) | 3.2% |
| Memory size | 4.3 MiB |
| 2021-09-30 | 634 |
|---|---|
| 2021-06-30 | 604 |
| 2022-02-28 | 570 |
| 2020-02-28 | 564 |
| 2022-04-29 | 541 |
| Other values (11728) |
Unique
| Unique | 1963 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 1989-11-01 |
|---|---|
| 2nd row | 1993-10-19 |
| 3rd row | 1994-01-14 |
| 4th row | 1994-08-02 |
| 5th row | 1993-05-27 |
Common Values
| Value | Count | Frequency (%) |
| 2021-09-30 | 634 | 0.1% |
| 2021-06-30 | 604 | 0.1% |
| 2022-02-28 | 570 | 0.1% |
| 2020-02-28 | 564 | 0.1% |
| 2022-04-29 | 541 | 0.1% |
| 2021-01-29 | 538 | 0.1% |
| 2020-01-31 | 534 | 0.1% |
| 2020-09-30 | 528 | 0.1% |
| 2021-02-26 | 517 | 0.1% |
| 2016-06-30 | 517 | 0.1% |
| Other values (11723) | 537458 | |
| (Missing) | 18179 | 3.2% |
unit_deal
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 790 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 409 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 559985 | |
| Y | 409 | 0.1% |
| (Missing) | 790 | 0.1% |
Common Values (Plot)
form_of_own
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 328 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| BE | |
|---|---|
| R | 7188 |
| C | 543 |
| R/C | 368 |
| COMB | 32 |
| Other values (2) | 16 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BE |
|---|---|
| 2nd row | BE |
| 3rd row | BE |
| 4th row | BE |
| 5th row | BE |
Common Values
| Value | Count | Frequency (%) |
| BE | 552709 | |
| R | 7188 | 1.3% |
| C | 543 | 0.1% |
| R/C | 368 | 0.1% |
| COMB | 32 | < 0.1% |
| O | 14 | < 0.1% |
| GS | 2 | < 0.1% |
| (Missing) | 328 | 0.1% |
Common Values (Plot)
denomination
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 163 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 672 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| 1/1 | |
|---|---|
| 10/5 | |
| 100/1 | |
| 100/5 | 23007 |
| 2/1 | 19006 |
| Other values (158) | 32321 |
Unique
| Unique | 75 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1/1 |
|---|---|
| 2nd row | 1/1 |
| 3rd row | 1/1 |
| 4th row | 100/1 |
| 5th row | 100/1 |
Common Values
| Value | Count | Frequency (%) |
| 1/1 | 358032 | |
| 10/5 | 78947 | 14.1% |
| 100/1 | 49199 | 8.8% |
| 100/5 | 23007 | 4.1% |
| 2/1 | 19006 | 3.4% |
| 10/1 | 11314 | 2.0% |
| 5/1 | 9125 | 1.6% |
| 200/1 | 2833 | 0.5% |
| 5/5 | 2819 | 0.5% |
| 500/5 | 2151 | 0.4% |
| Other values (153) | 4079 | 0.7% |
principal_amt
Real number (ℝ)
| Distinct | 3894 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3295.066183 |
| Minimum | 0 |
|---|---|
| Maximum | 100000000 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 1000 |
| median | 1000 |
| Q3 | 1000 |
| 95-th percentile | 1000 |
| Maximum | 100000000 |
| Range | 100000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 317269.8886 |
|---|---|
| Coefficient of variation (CV) | 96.28634783 |
| Kurtosis | 88033.62585 |
| Mean | 3295.066183 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 282.5217547 |
| Sum | 1849138421 |
| Variance | 1.006601822 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000 | 496292 | |
| 10 | 51648 | 9.2% |
| 100 | 3395 | 0.6% |
| 25 | 2731 | 0.5% |
| 10000 | 416 | 0.1% |
| 50 | 361 | 0.1% |
| 5000 | 282 | 0.1% |
| 1000000 | 182 | < 0.1% |
| 100000 | 169 | < 0.1% |
| 2000 | 145 | < 0.1% |
| Other values (3884) | 5563 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 1 | 80 | |
| 1.23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100000000 | 5 | < 0.1% |
| 15000000 | 1 | < 0.1% |
| 10000000 | 60 | |
| 5000000 | 3 | < 0.1% |
| 2000000 | 2 | < 0.1% |
covenants
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 648 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 45763 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 514773 | |
| Y | 45763 | 8.2% |
| (Missing) | 648 | 0.1% |
Common Values (Plot)
defeased
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 928 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 99 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 560157 | |
| Y | 99 | < 0.1% |
| (Missing) | 928 | 0.2% |
Common Values (Plot)
defeasance_type
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 561132 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| L | |
|---|---|
| C | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | L |
|---|---|
| 2nd row | L |
| 3rd row | L |
| 4th row | L |
| 5th row | L |
Common Values
| Value | Count | Frequency (%) |
| L | 49 | < 0.1% |
| C | 3 | < 0.1% |
| (Missing) | 561132 |
Common Values (Plot)
defeased_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 51 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 561109 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| 2001-03-31 | |
|---|---|
| 1994-10-20 | 4 |
| 1990-05-31 | 4 |
| 2000-03-31 | 3 |
| 2002-05-14 | 2 |
| Other values (46) |
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | 56.0% |
Sample
| 1st row | 1994-12-01 |
|---|---|
| 2nd row | 1995-09-01 |
| 3rd row | 1995-12-01 |
| 4th row | 1995-06-01 |
| 5th row | 1996-12-24 |
Common Values
| Value | Count | Frequency (%) |
| 2001-03-31 | 12 | < 0.1% |
| 1994-10-20 | 4 | < 0.1% |
| 1990-05-31 | 4 | < 0.1% |
| 2000-03-31 | 3 | < 0.1% |
| 2002-05-14 | 2 | < 0.1% |
| 2005-06-07 | 2 | < 0.1% |
| 1997-11-15 | 2 | < 0.1% |
| 1992-12-31 | 2 | < 0.1% |
| 2006-08-02 | 2 | < 0.1% |
| 1989-06-30 | 1 | < 0.1% |
| Other values (41) | 41 | < 0.1% |
| (Missing) | 561109 |
defaulted
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 768 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 889 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 559527 | |
| Y | 889 | 0.2% |
| (Missing) | 768 | 0.1% |
Common Values (Plot)
tender_exch_offer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 625 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 13972 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 546587 | |
| Y | 13972 | 2.5% |
| (Missing) | 625 | 0.1% |
Common Values (Plot)
redeemable
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 70 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 330655 | |
| N | 230459 | |
| (Missing) | 70 | < 0.1% |
Common Values (Plot)
refund_protection
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 709 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3330 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 557145 | |
| Y | 3330 | 0.6% |
| (Missing) | 709 | 0.1% |
Common Values (Plot)
refunding_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 681 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 557859 |
| Missing (%) | 99.4% |
| Memory size | 4.3 MiB |
| 1991-12-01 | 23 |
|---|---|
| 1991-07-01 | 22 |
| 1991-05-01 | 20 |
| 1986-12-01 | 17 |
| 1991-06-01 | 17 |
| Other values (676) |
Unique
| Unique | 147 ? |
|---|---|
| Unique (%) | 4.4% |
Sample
| 1st row | 1993-04-01 |
|---|---|
| 2nd row | 1993-04-01 |
| 3rd row | 1997-03-01 |
| 4th row | 1975-03-15 |
| 5th row | 1975-11-01 |
Common Values
| Value | Count | Frequency (%) |
| 1991-12-01 | 23 | < 0.1% |
| 1991-07-01 | 22 | < 0.1% |
| 1991-05-01 | 20 | < 0.1% |
| 1986-12-01 | 17 | < 0.1% |
| 1991-06-01 | 17 | < 0.1% |
| 1990-05-01 | 17 | < 0.1% |
| 1985-04-01 | 16 | < 0.1% |
| 1990-06-15 | 16 | < 0.1% |
| 1990-06-01 | 16 | < 0.1% |
| 1987-06-01 | 16 | < 0.1% |
| Other values (671) | 3145 | 0.6% |
| (Missing) | 557859 |
putable
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1081 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 2912 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 557191 | |
| Y | 2912 | 0.5% |
| (Missing) | 1081 | 0.2% |
Common Values (Plot)
overallotment_opt
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 927 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 4469 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 555788 | |
| Y | 4469 | 0.8% |
| (Missing) | 927 | 0.2% |
Common Values (Plot)
announced_call
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 786 |
| Missing (%) | 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 96 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 560302 | |
| Y | 96 | < 0.1% |
| (Missing) | 786 | 0.1% |
Common Values (Plot)
active_issue
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 456052 | |
| Y | 105132 | 18.7% |
Common Values (Plot)
dep_eligibility
Categorical
IMBALANCE  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36467 |
| Missing (%) | 6.5% |
| Memory size | 4.3 MiB |
| DTC | |
|---|---|
| FED | |
| DCE | 20609 |
| CEF | 8196 |
| EUCD | 2669 |
| Other values (8) | 1717 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DTC |
|---|---|
| 2nd row | DTC |
| 3rd row | DTC |
| 4th row | DTC |
| 5th row | DTC |
Common Values
| Value | Count | Frequency (%) |
| DTC | 305982 | |
| FED | 185544 | |
| DCE | 20609 | 3.7% |
| CEF | 8196 | 1.5% |
| EUCD | 2669 | 0.5% |
| CDS | 1277 | 0.2% |
| DCED | 166 | < 0.1% |
| EUR | 146 | < 0.1% |
| DE | 57 | < 0.1% |
| DFEC | 41 | < 0.1% |
| Other values (3) | 30 | < 0.1% |
| (Missing) | 36467 | 6.5% |
private_placement
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 897 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 867 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 559420 | |
| Y | 867 | 0.2% |
| (Missing) | 897 | 0.2% |
Common Values (Plot)
bond_type
Categorical
| Distinct | 48 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| CMTN | |
|---|---|
| ADEB | |
| CMTZ | |
| CDEB | |
| AMTN | |
| Other values (43) |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | CDEB |
|---|---|
| 2nd row | CDEB |
| 3rd row | CMTN |
| 4th row | USBN |
| 5th row | CDEB |
Common Values
| Value | Count | Frequency (%) |
| CMTN | 149975 | |
| ADEB | 147844 | |
| CMTZ | 82068 | |
| CDEB | 58930 | 10.5% |
| AMTN | 37516 | 6.7% |
| RNT | 25155 | 4.5% |
| ADNT | 8734 | 1.6% |
| USBN | 8329 | 1.5% |
| FGOV | 6963 | 1.2% |
| CCOV | 6023 | 1.1% |
| Other values (38) | 29647 | 5.3% |
subsequent_data
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 119435 |
| Missing (%) | 21.3% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 372483 | |
| N | 69266 | 12.3% |
| (Missing) | 119435 | 21.3% |
Common Values (Plot)
press_release
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 559790 |
| Missing (%) | 99.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 27 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 1367 | 0.2% |
| Y | 27 | < 0.1% |
| (Missing) | 559790 |
Common Values (Plot)
isin
Categorical
| Distinct | 559035 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2138 |
| Missing (%) | 0.4% |
| Memory size | 4.3 MiB |
| US561409AA14 | 2 |
|---|---|
| XS0329579600 | 2 |
| XS2010040637 | 2 |
| US233293AQ29 | 2 |
| XS1823397333 | 2 |
| Other values (559030) |
Unique
| Unique | 559024 ? |
|---|---|
| Unique (%) | > 99.9% |
Sample
| 1st row | US000361AA35 |
|---|---|
| 2nd row | US000361AB18 |
| 3rd row | US00077DAB55 |
| 4th row | US00077DAF69 |
| 5th row | US00077TAA25 |
Common Values
| Value | Count | Frequency (%) |
| US561409AA14 | 2 | < 0.1% |
| XS0329579600 | 2 | < 0.1% |
| XS2010040637 | 2 | < 0.1% |
| US233293AQ29 | 2 | < 0.1% |
| XS1823397333 | 2 | < 0.1% |
| US9128202B27 | 2 | < 0.1% |
| XS0097125693 | 2 | < 0.1% |
| XS1200679667 | 2 | < 0.1% |
| XS0282506657 | 2 | < 0.1% |
| XS2193947137 | 2 | < 0.1% |
| Other values (559025) | 559026 | |
| (Missing) | 2138 | 0.4% |
perpetual
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 2324 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 558860 | |
| Y | 2324 | 0.4% |
Common Values (Plot)
sedol
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 561184 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 4.3 MiB |
exchangeable
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 927 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 506080 | |
| Y | 54177 | 9.7% |
| (Missing) | 927 | 0.2% |
Common Values (Plot)
fungible
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 863 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 36180 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 524141 | |
| Y | 36180 | 6.4% |
| (Missing) | 863 | 0.2% |
Common Values (Plot)
registration_rights
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 556380 |
| Missing (%) | 99.1% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 3237 | 0.6% |
| N | 1567 | 0.3% |
| (Missing) | 556380 |
Common Values (Plot)
preferred_security
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 925 |
| Missing (%) | 0.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 499718 | |
| Y | 60541 | 10.8% |
| (Missing) | 925 | 0.2% |
Common Values (Plot)
complete_cusip
Categorical
HIGH CARDINALITY  UNIQUE 
| Distinct | 561184 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| 000361AA3 | 1 |
|---|---|
| 3130A4UG5 | 1 |
| 06741USU9 | 1 |
| 1730T06A2 | 1 |
| 3130A4UC4 | 1 |
| Other values (561179) |
Unique
| Unique | 561184 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 000361AA3 |
|---|---|
| 2nd row | 000361AB1 |
| 3rd row | 00077DAB5 |
| 4th row | 00077DAF6 |
| 5th row | 00077TAA2 |
Common Values
| Value | Count | Frequency (%) |
| 000361AA3 | 1 | < 0.1% |
| 3130A4UG5 | 1 | < 0.1% |
| 06741USU9 | 1 | < 0.1% |
| 1730T06A2 | 1 | < 0.1% |
| 3130A4UC4 | 1 | < 0.1% |
| 3130A4UD2 | 1 | < 0.1% |
| 3130A4UE0 | 1 | < 0.1% |
| 3130A4UF7 | 1 | < 0.1% |
| 3130A4UH3 | 1 | < 0.1% |
| 90274Q243 | 1 | < 0.1% |
| Other values (561174) | 561174 |
action_type
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| IM | |
|---|---|
| E | |
| I | |
| B | 11523 |
| X | 9782 |
| Other values (25) | 17637 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | IM |
|---|---|
| 2nd row | IM |
| 3rd row | IM |
| 4th row | E |
| 5th row | X |
Common Values
| Value | Count | Frequency (%) |
| IM | 234252 | |
| E | 191190 | |
| I | 96795 | |
| B | 11523 | 2.1% |
| X | 9782 | 1.7% |
| R | 4059 | 0.7% |
| REV | 3614 | 0.6% |
| IA | 2750 | 0.5% |
| T | 2345 | 0.4% |
| RO | 1955 | 0.3% |
| Other values (20) | 2914 | 0.5% |
effective_date
Categorical
| Distinct | 11236 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 3315 |
| Missing (%) | 0.6% |
| Memory size | 4.3 MiB |
| 2022-05-31 | 1353 |
|---|---|
| 2021-01-29 | 741 |
| 2022-04-29 | 672 |
| 2021-09-30 | 663 |
| 2008-12-31 | 652 |
| Other values (11231) |
Unique
| Unique | 1086 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 2001-11-01 |
|---|---|
| 2nd row | 2003-10-15 |
| 3rd row | 1996-01-12 |
| 4th row | 2004-08-01 |
| 5th row | 2011-06-27 |
Common Values
| Value | Count | Frequency (%) |
| 2022-05-31 | 1353 | 0.2% |
| 2021-01-29 | 741 | 0.1% |
| 2022-04-29 | 672 | 0.1% |
| 2021-09-30 | 663 | 0.1% |
| 2008-12-31 | 652 | 0.1% |
| 2021-10-29 | 612 | 0.1% |
| 2021-06-30 | 608 | 0.1% |
| 2022-03-31 | 603 | 0.1% |
| 2021-04-30 | 585 | 0.1% |
| 2012-03-06 | 584 | 0.1% |
| Other values (11226) | 550796 | |
| (Missing) | 3315 | 0.6% |
action_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 8078 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 359281 |
| Missing (%) | 64.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.7335339 |
| Minimum | 0 |
|---|---|
| Maximum | 450000 |
| Zeros | 2240 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 103.75 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1060.261612 |
|---|---|
| Coefficient of variation (CV) | 10.3205017 |
| Kurtosis | 161620.5436 |
| Mean | 102.7335339 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 388.8830975 |
| Sum | 20742208.7 |
| Variance | 1124154.686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 179912 | |
| 0 | 2240 | 0.4% |
| 101 | 272 | < 0.1% |
| 102 | 237 | < 0.1% |
| 103 | 210 | < 0.1% |
| 105 | 187 | < 0.1% |
| 110 | 186 | < 0.1% |
| 104 | 173 | < 0.1% |
| 104.5 | 144 | < 0.1% |
| 106 | 128 | < 0.1% |
| Other values (8068) | 18214 | 3.2% |
| (Missing) | 359281 |
| Value | Count | Frequency (%) |
| 0 | 2240 | |
| 0.001 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.236 | 1 | < 0.1% |
| 0.242 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 450000 | 1 | |
| 108385 | 1 | |
| 106775 | 1 | |
| 29500 | 1 | |
| 22022 | 1 |
action_amount
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 26857 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 334198 |
| Missing (%) | 59.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138065.6632 |
| Minimum | 0 |
|---|---|
| Maximum | 1420000000 |
| Zeros | 2818 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 220 |
| Q1 | 9635.25 |
| median | 25000 |
| Q3 | 75000 |
| 95-th percentile | 400000 |
| Maximum | 1420000000 |
| Range | 1420000000 |
| Interquartile range (IQR) | 65364.75 |
Descriptive statistics
| Standard deviation | 4669770.102 |
|---|---|
| Coefficient of variation (CV) | 33.82282021 |
| Kurtosis | 62525.48791 |
| Mean | 138065.6632 |
| Median Absolute Deviation (MAD) | 23237 |
| Skewness | 229.9638808 |
| Sum | 3.133897262 × 1010 |
| Variance | 2.18067528 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 26414 | 4.7% |
| 15000 | 20110 | 3.6% |
| 50000 | 19013 | 3.4% |
| 100000 | 10560 | 1.9% |
| 20000 | 5814 | 1.0% |
| 10000 | 5601 | 1.0% |
| 30000 | 5353 | 1.0% |
| 40000 | 3992 | 0.7% |
| 250000 | 3945 | 0.7% |
| 75000 | 3464 | 0.6% |
| Other values (26847) | 122720 | 21.9% |
| (Missing) | 334198 |
| Value | Count | Frequency (%) |
| 0 | 2818 | |
| 0.003 | 1 | < 0.1% |
| 0.03955 | 1 | < 0.1% |
| 0.041 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1420000000 | 1 | < 0.1% |
| 1250000000 | 1 | < 0.1% |
| 650000000 | 1 | < 0.1% |
| 400000000 | 1 | < 0.1% |
| 300000000 | 3 |
amount_outstanding
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 17609 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 32 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87510.05766 |
| Minimum | -7477500 |
|---|---|
| Maximum | 2000000000 |
| Zeros | 456041 |
| Zeros (%) | 81.3% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -7477500 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 25000 |
| Maximum | 2000000000 |
| Range | 2007477500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4368242.347 |
|---|---|
| Coefficient of variation (CV) | 49.91703199 |
| Kurtosis | 150487.5979 |
| Mean | 87510.05766 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 349.2550159 |
| Sum | 4.910644387 × 1010 |
| Variance | 1.90815412 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 456041 | |
| 500000 | 2373 | 0.4% |
| 15000 | 2117 | 0.4% |
| 25000 | 1941 | 0.3% |
| 1000 | 1771 | 0.3% |
| 500 | 1629 | 0.3% |
| 1000000 | 1525 | 0.3% |
| 100 | 1398 | 0.2% |
| 1 | 1284 | 0.2% |
| 50000 | 1165 | 0.2% |
| Other values (17599) | 89908 | 16.0% |
| Value | Count | Frequency (%) |
| -7477500 | 1 | < 0.1% |
| -3478678 | 1 | < 0.1% |
| -200 | 1 | < 0.1% |
| 0 | 456041 | |
| 2 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2000000000 | 1 | |
| 1924515000 | 1 | |
| 1000000000 | 1 | |
| 354074000 | 1 | |
| 254787330 | 1 |
negative_pledge_covenant
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 23325 | 4.2% |
| N | 22430 | 4.0% |
| (Missing) | 515429 |
Common Values (Plot)
covenant_defeas_wo_tax_conseq
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 23298 | 4.2% |
| N | 22457 | 4.0% |
| (Missing) | 515429 |
Common Values (Plot)
legal_defeasance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 40633 | 7.2% |
| Y | 5122 | 0.9% |
| (Missing) | 515429 |
Common Values (Plot)
defeasance_wo_tax_conseq
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 24601 | 4.4% |
| N | 21154 | 3.8% |
| (Missing) | 515429 |
Common Values (Plot)
cross_default
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 36787 | 6.6% |
| Y | 8968 | 1.6% |
| (Missing) | 515429 |
Common Values (Plot)
cross_acceleration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 28998 | 5.2% |
| N | 16757 | 3.0% |
| (Missing) | 515429 |
Common Values (Plot)
change_control_put_provisions
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 25540 | 4.6% |
| Y | 20215 | 3.6% |
| (Missing) | 515429 |
Common Values (Plot)
voting_power_percentage
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 538879 |
| Missing (%) | 96.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.37027891 |
| Minimum | 0 |
|---|---|
| Maximum | 561 |
| Zeros | 5321 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30 |
| median | 51 |
| Q3 | 51 |
| 95-th percentile | 51 |
| Maximum | 561 |
| Range | 561 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 23.08454736 |
|---|---|
| Coefficient of variation (CV) | 0.6177247811 |
| Kurtosis | 53.46548556 |
| Mean | 37.37027891 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.830394117 |
| Sum | 833544.0711 |
| Variance | 532.8963267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51 | 12320 | 2.2% |
| 0 | 5321 | 0.9% |
| 50 | 2272 | 0.4% |
| 36 | 1042 | 0.2% |
| 35 | 297 | 0.1% |
| 41 | 274 | < 0.1% |
| 30 | 190 | < 0.1% |
| 31 | 153 | < 0.1% |
| 40 | 123 | < 0.1% |
| 20 | 30 | < 0.1% |
| Other values (54) | 283 | 0.1% |
| (Missing) | 538879 |
| Value | Count | Frequency (%) |
| 0 | 5321 | |
| 0.51 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 561 | 1 | < 0.1% |
| 510 | 5 | |
| 360 | 2 | < 0.1% |
| 101 | 9 | |
| 100 | 4 |
voting_power_percentage_erp
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 554906 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2124880535 |
| Minimum | 0 |
|---|---|
| Maximum | 510 |
| Zeros | 6256 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 510 |
| Range | 510 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.89979879 |
|---|---|
| Coefficient of variation (CV) | 32.47146687 |
| Kurtosis | 4760.060884 |
| Mean | 0.2124880535 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 65.35959217 |
| Sum | 1334 |
| Variance | 47.60722335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6256 | 1.1% |
| 40 | 6 | < 0.1% |
| 30 | 6 | < 0.1% |
| 51 | 2 | < 0.1% |
| 50 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| (Missing) | 554906 |
| Value | Count | Frequency (%) |
| 0 | 6256 | |
| 10 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 30 | 6 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 510 | 1 | |
| 101 | 1 | |
| 60 | 1 | |
| 51 | 2 | |
| 50 | 1 |
rating_decline_trigger_put
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 559 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45196 | 8.1% |
| Y | 559 | 0.1% |
| (Missing) | 515429 |
Common Values (Plot)
rating_decline_provision
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 257 |
|---|---|
| Distinct (%) | 47.3% |
| Missing | 560641 |
| Missing (%) | 99.9% |
| Memory size | 4.3 MiB |
| SEE GENERAL FOOTNOTE. | |
|---|---|
| SEE GENERAL FOOTNOTE | 24 |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE OCCURRENCE OF BOTH A CHANGE OF CONTROL AND A BELOW INVESTMENT GRADE RATING EVENT. | 24 |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE OCCURRENCE OF BOTH A CHANGE OF CONTROL AND A RATING EVENT. | 13 |
| SEE FOOTNOTE | 6 |
| Other values (252) |
Unique
| Unique | 223 ? |
|---|---|
| Unique (%) | 41.1% |
Sample
| 1st row | SEE GENERAL FOOTNOTE. |
|---|---|
| 2nd row | PIK DEBENTURES MUST BE PAID AT PAR |
| 3rd row | SEE GENERAL FOOTNOTE. |
| 4th row | SEE GENERAL FOOTNOTE. |
| 5th row | SEE GENERAL FOOTNOTE. |
Common Values
| Value | Count | Frequency (%) |
| SEE GENERAL FOOTNOTE. | 176 | < 0.1% |
| SEE GENERAL FOOTNOTE | 24 | < 0.1% |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE OCCURRENCE OF BOTH A CHANGE OF CONTROL AND A BELOW INVESTMENT GRADE RATING EVENT. | 24 | < 0.1% |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE OCCURRENCE OF BOTH A CHANGE OF CONTROL AND A RATING EVENT. | 13 | < 0.1% |
| SEE FOOTNOTE | 6 | < 0.1% |
| SEE GENERAL FOOTNOTE FOR "CHANGE OF CONTROL EVENT" DEFINITION | 5 | < 0.1% |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE OCCURRENCE OF BOTH A CHANGE OF CONTROL AND A RATING DECLINE. | 5 | < 0.1% |
| “CHANGE OF CONTROL TRIGGERING EVENT” MEANS THE NOTES CEASE TO BE RATED INVESTMENT GRADE BY EACH OF THE TWO RATING AGENCIES | 5 | < 0.1% |
| "CHANGE OF CONTROL TRIGGERING EVENT" MEANS THE OCCURRENCE OF BOTH A (1) CHANGE OF CONTROL AND (II) A RATING DECLINE. | 4 | < 0.1% |
| THE NOTES CEASE TO BE RATED INVESTMENT GRADE BY EACH OF THE RATING AGENCIES ON ANY DATE DURING THE PERIOD COMMENCING 60 DAYS FOLLOWING CONSUMMATION OF SUCH CHANGE OF CONTROL | 4 | < 0.1% |
| Other values (247) | 277 | < 0.1% |
| (Missing) | 560641 |
declining_net_worth
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 345 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45410 | 8.1% |
| Y | 345 | 0.1% |
| (Missing) | 515429 |
Common Values (Plot)
declining_net_worth_trigger
Real number (ℝ)
| Distinct | 94 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 560679 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65904715.49 |
| Minimum | 0 |
|---|---|
| Maximum | 7000000000 |
| Zeros | 284 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 31000000 |
| 95-th percentile | 255000000 |
| Maximum | 7000000000 |
| Range | 7000000000 |
| Interquartile range (IQR) | 31000000 |
Descriptive statistics
| Standard deviation | 339232518.7 |
|---|---|
| Coefficient of variation (CV) | 5.147317854 |
| Kurtosis | 348.2350938 |
| Mean | 65904715.49 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.30992918 |
| Sum | 3.328188132 × 1010 |
| Variance | 1.150787017 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 284 | 0.1% |
| 25000000 | 11 | < 0.1% |
| 200000000 | 9 | < 0.1% |
| 90000000 | 9 | < 0.1% |
| 100000000 | 8 | < 0.1% |
| 10000000 | 8 | < 0.1% |
| 20000000 | 8 | < 0.1% |
| 65000000 | 7 | < 0.1% |
| 125000000 | 6 | < 0.1% |
| 15000000 | 6 | < 0.1% |
| Other values (84) | 149 | < 0.1% |
| (Missing) | 560679 |
| Value | Count | Frequency (%) |
| 0 | 284 | |
| 1 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 1000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7000000000 | 1 | < 0.1% |
| 1000000000 | 5 | |
| 850000000 | 1 | < 0.1% |
| 750000000 | 1 | < 0.1% |
| 700000000 | 1 | < 0.1% |
declining_net_worth_percentage
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 555327 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.501274714 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 5639 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.235044504 |
|---|---|
| Coefficient of variation (CV) | 6.453635928 |
| Kurtosis | 329.6341318 |
| Mean | 0.501274714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.94406502 |
| Sum | 2935.966 |
| Variance | 10.46551294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5639 | 1.0% |
| 10 | 139 | < 0.1% |
| 20 | 31 | < 0.1% |
| 7.5 | 10 | < 0.1% |
| 15 | 9 | < 0.1% |
| 25 | 4 | < 0.1% |
| 99 | 2 | < 0.1% |
| 50 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| Other values (18) | 18 | < 0.1% |
| (Missing) | 555327 |
| Value | Count | Frequency (%) |
| 0 | 5639 | |
| 3 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 2 | |
| 50 | 2 | |
| 42.86 | 1 | |
| 30 | 1 | |
| 25.8 | 1 |
declining_net_worth_provisions
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 561106 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| SEE GENERAL FOOTNOTE. | |
|---|---|
| SEE GENERAL FOOTNOTE | |
| SEE FOOTNOTE | |
| PURCHASE PRICE IS 100%. | 2 |
| THE COMPANY WILL MAKE AN OFFER FOR REPURCHASE, AT PAR, OF 10% OF THE INITIAL OUTSTANDING PRINCIPAL AMOUNT OF THE NOTES. | 1 |
| Other values (44) |
Unique
| Unique | 45 ? |
|---|---|
| Unique (%) | 57.7% |
Sample
| 1st row | PRINCIPAL AMOUNT PLUS INTEREST THEREAFTER |
|---|---|
| 2nd row | SEE GENERAL FOOTNOTE. |
| 3rd row | IF NET WORTH IS LESS THAN 125% OF THE INDEBTEDNESS OF THE COMPANY, THE NOTES WILL BE CALLABLE AT PAR. |
| 4th row | SEE GENERAL FOOTNOTE |
| 5th row | SEE GENERAL FOOTNOTE. |
Common Values
| Value | Count | Frequency (%) |
| SEE GENERAL FOOTNOTE. | 18 | < 0.1% |
| SEE GENERAL FOOTNOTE | 8 | < 0.1% |
| SEE FOOTNOTE | 5 | < 0.1% |
| PURCHASE PRICE IS 100%. | 2 | < 0.1% |
| THE COMPANY WILL MAKE AN OFFER FOR REPURCHASE, AT PAR, OF 10% OF THE INITIAL OUTSTANDING PRINCIPAL AMOUNT OF THE NOTES. | 1 | < 0.1% |
| PURCHASE PRICE SHALL BE 100%. | 1 | < 0.1% |
| PRICE 101% | 1 | < 0.1% |
| 11.25% OF NOTES WILL BE REPURCHASED AT A CASH PRICE EQUAL TO 100% | 1 | < 0.1% |
| NET WORTH DROPS TO NEGITIVE, THAN PURCHASE OFFER FOR UP TO 10% OF THE NOTES AT 101, WILL BE TRIGGERED. | 1 | < 0.1% |
| REPURCHASE PRICE SHALL BE 100%. | 1 | < 0.1% |
| Other values (39) | 39 | < 0.1% |
| (Missing) | 561106 |
after_acquired_property_clause
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 770 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 44985 | 8.0% |
| Y | 770 | 0.1% |
| (Missing) | 515429 |
Common Values (Plot)
economic_cov_def
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3507 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 42248 | 7.5% |
| Y | 3507 | 0.6% |
| (Missing) | 515429 |
Common Values (Plot)
asset_sale_clause
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515429 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 39330 | 7.0% |
| Y | 6425 | 1.1% |
| (Missing) | 515429 |
Common Values (Plot)
fix_frequency
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 520934 |
| Missing (%) | 92.8% |
| Memory size | 4.3 MiB |
| Q | |
|---|---|
| M | |
| D | |
| W | 1284 |
| SA | 1072 |
| Other values (8) | 661 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Q |
|---|---|
| 2nd row | M |
| 3rd row | Q |
| 4th row | Q |
| 5th row | Q |
Common Values
| Value | Count | Frequency (%) |
| Q | 19554 | 3.5% |
| M | 10271 | 1.8% |
| D | 7408 | 1.3% |
| W | 1284 | 0.2% |
| SA | 1072 | 0.2% |
| EFY | 215 | < 0.1% |
| QW | 179 | < 0.1% |
| A | 149 | < 0.1% |
| MW | 111 | < 0.1% |
| ETY | 4 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| (Missing) | 520934 |
determination_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 7739 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 521183 |
| Missing (%) | 92.9% |
| Memory size | 4.3 MiB |
| 2022-07-01 | 427 |
|---|---|
| 2022-07-05 | 117 |
| 2020-03-31 | 102 |
| 2022-09-13 | 81 |
| 2022-08-11 | 66 |
| Other values (7734) |
Unique
| Unique | 1696 ? |
|---|---|
| Unique (%) | 4.2% |
Sample
| 1st row | 1994-08-02 |
|---|---|
| 2nd row | 2013-04-25 |
| 3rd row | 1997-11-10 |
| 4th row | 1998-10-08 |
| 5th row | 1998-10-12 |
Common Values
| Value | Count | Frequency (%) |
| 2022-07-01 | 427 | 0.1% |
| 2022-07-05 | 117 | < 0.1% |
| 2020-03-31 | 102 | < 0.1% |
| 2022-09-13 | 81 | < 0.1% |
| 2022-08-11 | 66 | < 0.1% |
| 2022-07-27 | 54 | < 0.1% |
| 2022-08-25 | 50 | < 0.1% |
| 2022-07-13 | 47 | < 0.1% |
| 2022-09-28 | 45 | < 0.1% |
| 2022-07-21 | 42 | < 0.1% |
| Other values (7729) | 38970 | 6.9% |
| (Missing) | 521183 |
greater_of
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 445449 |
| Missing (%) | 79.4% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 37 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 115698 | 20.6% |
| Y | 37 | < 0.1% |
| (Missing) | 445449 |
Common Values (Plot)
lesser_of
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 445449 |
| Missing (%) | 79.4% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 115724 | 20.6% |
| Y | 11 | < 0.1% |
| (Missing) | 445449 |
Common Values (Plot)
see_note
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 445447 |
| Missing (%) | 79.4% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 77514 | 13.8% |
| N | 38223 | 6.8% |
| (Missing) | 445447 |
Common Values (Plot)
reset_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 8964 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 521267 |
| Missing (%) | 92.9% |
| Memory size | 4.3 MiB |
| 2022-07-05 | 409 |
|---|---|
| 2022-07-06 | 130 |
| 2022-09-15 | 82 |
| 2022-08-15 | 67 |
| 2022-07-29 | 61 |
| Other values (8959) |
Unique
| Unique | 2232 ? |
|---|---|
| Unique (%) | 5.6% |
Sample
| 1st row | 2013-04-29 |
|---|---|
| 2nd row | 1997-11-12 |
| 3rd row | 1998-10-12 |
| 4th row | 1998-10-14 |
| 5th row | 2003-05-15 |
Common Values
| Value | Count | Frequency (%) |
| 2022-07-05 | 409 | 0.1% |
| 2022-07-06 | 130 | < 0.1% |
| 2022-09-15 | 82 | < 0.1% |
| 2022-08-15 | 67 | < 0.1% |
| 2022-07-29 | 61 | < 0.1% |
| 2022-07-15 | 46 | < 0.1% |
| 2022-08-30 | 45 | < 0.1% |
| 2022-09-30 | 45 | < 0.1% |
| 2022-07-25 | 41 | < 0.1% |
| 2021-06-15 | 36 | < 0.1% |
| Other values (8954) | 38955 | 6.9% |
| (Missing) | 521267 |
determination_date_orig
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 8093 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 520932 |
| Missing (%) | 92.8% |
| Memory size | 4.3 MiB |
| 1998-09-14 | 239 |
|---|---|
| 2008-11-20 | 61 |
| 1998-09-01 | 45 |
| 1998-08-18 | 44 |
| 2008-03-31 | 33 |
| Other values (8088) |
Unique
| Unique | 1603 ? |
|---|---|
| Unique (%) | 4.0% |
Sample
| 1st row | 1994-08-02 |
|---|---|
| 2nd row | 1995-01-26 |
| 3rd row | 1997-11-10 |
| 4th row | 1999-01-07 |
| 5th row | 1994-04-12 |
Common Values
| Value | Count | Frequency (%) |
| 1998-09-14 | 239 | < 0.1% |
| 2008-11-20 | 61 | < 0.1% |
| 1998-09-01 | 45 | < 0.1% |
| 1998-08-18 | 44 | < 0.1% |
| 2008-03-31 | 33 | < 0.1% |
| 1998-08-19 | 31 | < 0.1% |
| 1998-08-24 | 30 | < 0.1% |
| 2019-01-30 | 29 | < 0.1% |
| 2007-01-23 | 29 | < 0.1% |
| 2005-03-21 | 29 | < 0.1% |
| Other values (8083) | 39682 | 7.1% |
| (Missing) | 520932 |
reset_date_orig
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 8127 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 521026 |
| Missing (%) | 92.8% |
| Memory size | 4.3 MiB |
| 1998-09-15 | 244 |
|---|---|
| 2008-11-24 | 63 |
| 1998-09-01 | 53 |
| 1998-08-18 | 44 |
| 1998-08-24 | 36 |
| Other values (8122) |
Unique
| Unique | 1756 ? |
|---|---|
| Unique (%) | 4.4% |
Sample
| 1st row | 1995-01-30 |
|---|---|
| 2nd row | 1997-11-12 |
| 3rd row | 1999-01-11 |
| 4th row | 1994-04-14 |
| 5th row | 1993-11-15 |
Common Values
| Value | Count | Frequency (%) |
| 1998-09-15 | 244 | < 0.1% |
| 2008-11-24 | 63 | < 0.1% |
| 1998-09-01 | 53 | < 0.1% |
| 1998-08-18 | 44 | < 0.1% |
| 1998-08-24 | 36 | < 0.1% |
| 2006-02-15 | 35 | < 0.1% |
| 2006-12-15 | 34 | < 0.1% |
| 2006-05-15 | 34 | < 0.1% |
| 2006-11-15 | 34 | < 0.1% |
| 2019-01-30 | 33 | < 0.1% |
| Other values (8117) | 39548 | 7.0% |
| (Missing) | 521026 |
conv_commod_cusip
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 555538 |
|---|---|
| Missing (%) | 99.0% |
| Memory size | 4.3 MiB |
conv_commod_issuer
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 3644 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 501489 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| APPLE INCORPORATED | 2356 |
|---|---|
| AMAZON COM INCORPORATED | 1272 |
| NETFLIX INCORPORATED | 1255 |
| BANK OF AMERICA CORPORATION | 1042 |
| FACEBOOK INCORPORATED | 969 |
| Other values (3639) |
Unique
| Unique | 1490 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | AFG INDUSTRIES INCORPORATED |
|---|---|
| 2nd row | AG SERVICES OF AMERICA INCORPORATED |
| 3rd row | AES CORPORATION |
| 4th row | BMD CLASS A COMMON STOCK |
| 5th row | AMERICAN AIRLINES GROUP INCORPORATED |
Common Values
| Value | Count | Frequency (%) |
| APPLE INCORPORATED | 2356 | 0.4% |
| AMAZON COM INCORPORATED | 1272 | 0.2% |
| NETFLIX INCORPORATED | 1255 | 0.2% |
| BANK OF AMERICA CORPORATION | 1042 | 0.2% |
| FACEBOOK INCORPORATED | 969 | 0.2% |
| FREEPORT-MCMORAN INCORPORATED | 800 | 0.1% |
| FORD MOTOR COMPANY | 798 | 0.1% |
| TESLA INCORPORATED | 780 | 0.1% |
| UNITED STATES STEEL CORPORATION | 761 | 0.1% |
| NVIDIA CORPORATION | 723 | 0.1% |
| Other values (3634) | 48939 | 8.7% |
| (Missing) | 501489 |
conv_commod_type
Categorical
IMBALANCE  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 501992 |
| Missing (%) | 89.5% |
| Memory size | 4.3 MiB |
| CS | |
|---|---|
| ADS | 2437 |
| CSA | 1182 |
| USD | 239 |
| CSB | 155 |
| Other values (3) | 61 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CS |
|---|---|
| 2nd row | CS |
| 3rd row | CS |
| 4th row | CS |
| 5th row | CS |
Common Values
| Value | Count | Frequency (%) |
| CS | 55118 | 9.8% |
| ADS | 2437 | 0.4% |
| CSA | 1182 | 0.2% |
| USD | 239 | < 0.1% |
| CSB | 155 | < 0.1% |
| RS | 24 | < 0.1% |
| DEB | 22 | < 0.1% |
| PS | 15 | < 0.1% |
| (Missing) | 501992 |
Common Values (Plot)
exchange
Categorical
IMBALANCE  MISSING 
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 502251 |
| Missing (%) | 89.5% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| NAS | |
| ARCA | 1842 |
| A | 307 |
| OOTC | 132 |
| Other values (31) | 346 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NAS |
|---|---|
| 2nd row | NAS |
| 3rd row | N |
| 4th row | NAS |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| N | 35521 | 6.3% |
| NAS | 20785 | 3.7% |
| ARCA | 1842 | 0.3% |
| A | 307 | 0.1% |
| OOTC | 132 | < 0.1% |
| OTC | 123 | < 0.1% |
| T | 62 | < 0.1% |
| NMS | 49 | < 0.1% |
| TAI | 19 | < 0.1% |
| H | 14 | < 0.1% |
| Other values (26) | 79 | < 0.1% |
| (Missing) | 502251 |
ticker
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 3263 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 502372 |
| Missing (%) | 89.5% |
| Memory size | 4.3 MiB |
| AAPL | 2330 |
|---|---|
| AMZN | 1270 |
| NFLX | 1253 |
| FB | 1043 |
| BAC | 1037 |
| Other values (3258) |
Unique
| Unique | 1239 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | AGSV |
|---|---|
| 2nd row | AESC |
| 3rd row | AMR |
| 4th row | ASTA L |
| 5th row | AMI |
Common Values
| Value | Count | Frequency (%) |
| AAPL | 2330 | 0.4% |
| AMZN | 1270 | 0.2% |
| NFLX | 1253 | 0.2% |
| FB | 1043 | 0.2% |
| BAC | 1037 | 0.2% |
| FCX | 983 | 0.2% |
| TSLA | 801 | 0.1% |
| F | 798 | 0.1% |
| X | 766 | 0.1% |
| NVDA | 719 | 0.1% |
| Other values (3253) | 47812 | 8.5% |
| (Missing) | 502372 |
conv_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 4393 |
|---|---|
| Distinct (%) | 69.8% |
| Missing | 554886 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.37054175 |
| Minimum | 0 |
|---|---|
| Maximum | 89605.73477 |
| Zeros | 175 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.6400425 |
| Q1 | 14.5 |
| median | 28.50782 |
| Q3 | 50.55817 |
| 95-th percentile | 127.7899295 |
| Maximum | 89605.73477 |
| Range | 89605.73477 |
| Interquartile range (IQR) | 36.05817 |
Descriptive statistics
| Standard deviation | 1724.73453 |
|---|---|
| Coefficient of variation (CV) | 18.27619613 |
| Kurtosis | 2365.326596 |
| Mean | 94.37054175 |
| Median Absolute Deviation (MAD) | 16.492525 |
| Skewness | 47.14630946 |
| Sum | 594345.6719 |
| Variance | 2974709.197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 175 | < 0.1% |
| 40 | 24 | < 0.1% |
| 20 | 23 | < 0.1% |
| 50 | 19 | < 0.1% |
| 12 | 17 | < 0.1% |
| 25 | 17 | < 0.1% |
| 5 | 16 | < 0.1% |
| 18 | 16 | < 0.1% |
| 15 | 14 | < 0.1% |
| 30 | 13 | < 0.1% |
| Other values (4383) | 5964 | 1.1% |
| (Missing) | 554886 |
| Value | Count | Frequency (%) |
| 0 | 175 | |
| 0.01924 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.26476 | 1 | < 0.1% |
| 0.30328 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89605.73477 | 2 | |
| 42669 | 1 | |
| 16271.27475 | 1 | |
| 15909.3802 | 1 | |
| 12323.81 | 1 |
qty_of_commod
Real number (ℝ)
| Distinct | 4674 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 554860 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.62415203 |
| Minimum | 0 |
|---|---|
| Maximum | 8568.98029 |
| Zeros | 32 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.712954 |
| Q1 | 15.753 |
| median | 31.99388 |
| Q3 | 65.081925 |
| 95-th percentile | 333.2805 |
| Maximum | 8568.98029 |
| Range | 8568.98029 |
| Interquartile range (IQR) | 49.328925 |
Descriptive statistics
| Standard deviation | 314.2455423 |
|---|---|
| Coefficient of variation (CV) | 3.186293984 |
| Kurtosis | 175.9652348 |
| Mean | 98.62415203 |
| Median Absolute Deviation (MAD) | 20.12503 |
| Skewness | 10.5894086 |
| Sum | 623699.1374 |
| Variance | 98750.26087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32 | < 0.1% |
| 50 | 22 | < 0.1% |
| 25 | 21 | < 0.1% |
| 20 | 18 | < 0.1% |
| 200 | 15 | < 0.1% |
| 100 | 12 | < 0.1% |
| 40 | 11 | < 0.1% |
| 31.25 | 10 | < 0.1% |
| 142.85714 | 8 | < 0.1% |
| 1 | 8 | < 0.1% |
| Other values (4664) | 6167 | 1.1% |
| (Missing) | 554860 |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 0.00031 | 1 | < 0.1% |
| 0.0089 | 1 | < 0.1% |
| 0.01571 | 1 | < 0.1% |
| 0.02939 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8568.98029 | 1 | |
| 6666.66667 | 1 | |
| 5749.8074 | 1 | |
| 5123.16 | 1 | |
| 4274.04975 | 1 |
percent_of_outstanding_commod
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 5135 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 555668 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.668514 |
| Minimum | 0 |
|---|---|
| Maximum | 635929 |
| Zeros | 291 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.7824775 |
| median | 8.96711 |
| Q3 | 15.3370375 |
| 95-th percentile | 32.41708 |
| Maximum | 635929 |
| Range | 635929 |
| Interquartile range (IQR) | 11.55456 |
Descriptive statistics
| Standard deviation | 8744.556539 |
|---|---|
| Coefficient of variation (CV) | 56.17421478 |
| Kurtosis | 5078.30376 |
| Mean | 155.668514 |
| Median Absolute Deviation (MAD) | 5.625645 |
| Skewness | 70.32664758 |
| Sum | 858667.5232 |
| Variance | 76467269.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 291 | 0.1% |
| 6.43783 | 4 | < 0.1% |
| 100 | 4 | < 0.1% |
| 4.87155 | 4 | < 0.1% |
| 15.14129 | 2 | < 0.1% |
| 0.78018 | 2 | < 0.1% |
| 100.00023 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 0.00092 | 2 | < 0.1% |
| 4.14143 | 2 | < 0.1% |
| Other values (5125) | 5201 | 0.9% |
| (Missing) | 555668 |
| Value | Count | Frequency (%) |
| 0 | 291 | |
| 1 × 10-5 | 2 | < 0.1% |
| 4 × 10-5 | 1 | < 0.1% |
| 8 × 10-5 | 1 | < 0.1% |
| 0.00011 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 635929 | 1 | |
| 131494 | 1 | |
| 11482.82979 | 1 | |
| 2856.28178 | 1 | |
| 1833.79004 | 1 |
conv_cash
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 559908 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.875 |
| Minimum | 0 |
|---|---|
| Maximum | 10000 |
| Zeros | 1175 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 50 |
| Maximum | 10000 |
| Range | 10000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 398.7291776 |
|---|---|
| Coefficient of variation (CV) | 18.22761955 |
| Kurtosis | 615.1622008 |
| Mean | 21.875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.65621726 |
| Sum | 27912.5 |
| Variance | 158984.9571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1175 | 0.2% |
| 50 | 47 | < 0.1% |
| 25 | 30 | < 0.1% |
| 100 | 18 | < 0.1% |
| 1000 | 3 | < 0.1% |
| 10000 | 2 | < 0.1% |
| 12.5 | 1 | < 0.1% |
| (Missing) | 559908 |
| Value | Count | Frequency (%) |
| 0 | 1175 | |
| 12.5 | 1 | < 0.1% |
| 25 | 30 | < 0.1% |
| 50 | 47 | < 0.1% |
| 100 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 10000 | 2 | < 0.1% |
| 1000 | 3 | < 0.1% |
| 100 | 18 | < 0.1% |
| 50 | 47 | |
| 25 | 30 |
conv_eff_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 6884 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 501500 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| 2008-04-30 | 269 |
|---|---|
| 2008-02-28 | 243 |
| 2010-09-30 | 223 |
| 2008-08-29 | 207 |
| 2008-07-31 | 199 |
| Other values (6879) |
Unique
| Unique | 1892 ? |
|---|---|
| Unique (%) | 3.2% |
Sample
| 1st row | 1986-07-29 |
|---|---|
| 2nd row | 1993-04-30 |
| 3rd row | 1992-03-19 |
| 4th row | 1989-06-22 |
| 5th row | 1991-03-15 |
Common Values
| Value | Count | Frequency (%) |
| 2008-04-30 | 269 | < 0.1% |
| 2008-02-28 | 243 | < 0.1% |
| 2010-09-30 | 223 | < 0.1% |
| 2008-08-29 | 207 | < 0.1% |
| 2008-07-31 | 199 | < 0.1% |
| 2008-09-30 | 194 | < 0.1% |
| 2010-10-29 | 191 | < 0.1% |
| 2008-11-28 | 191 | < 0.1% |
| 2011-04-29 | 177 | < 0.1% |
| 2008-05-30 | 176 | < 0.1% |
| Other values (6874) | 57614 | 10.3% |
| (Missing) | 501500 |
conv_exp_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 5826 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 501705 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| 2008-04-30 | 269 |
|---|---|
| 2008-02-28 | 245 |
| 2010-09-30 | 227 |
| 2008-08-29 | 207 |
| 2008-07-31 | 201 |
| Other values (5821) |
Unique
| Unique | 1058 ? |
|---|---|
| Unique (%) | 1.8% |
Sample
| 1st row | 2006-07-15 |
|---|---|
| 2nd row | 2003-05-30 |
| 3rd row | 2002-03-15 |
| 4th row | 2014-06-15 |
| 5th row | 2006-03-15 |
Common Values
| Value | Count | Frequency (%) |
| 2008-04-30 | 269 | < 0.1% |
| 2008-02-28 | 245 | < 0.1% |
| 2010-09-30 | 227 | < 0.1% |
| 2008-08-29 | 207 | < 0.1% |
| 2008-07-31 | 201 | < 0.1% |
| 2008-09-30 | 196 | < 0.1% |
| 2010-10-29 | 192 | < 0.1% |
| 2008-11-28 | 190 | < 0.1% |
| 2011-04-29 | 187 | < 0.1% |
| 2008-05-30 | 179 | < 0.1% |
| Other values (5816) | 57386 | 10.2% |
| (Missing) | 501705 |
dilution_protection
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 501639 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N | 77 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 59468 | 10.6% |
| N | 77 | < 0.1% |
| (Missing) | 501639 |
Common Values (Plot)
commod_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 18665 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 502072 |
| Missing (%) | 89.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.3495576 |
| Minimum | 0 |
|---|---|
| Maximum | 143500 |
| Zeros | 255 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.6555 |
| Q1 | 23.24 |
| median | 45.17 |
| Q3 | 99.92 |
| 95-th percentile | 450.5465 |
| Maximum | 143500 |
| Range | 143500 |
| Interquartile range (IQR) | 76.68 |
Descriptive statistics
| Standard deviation | 798.4007368 |
|---|---|
| Coefficient of variation (CV) | 5.855543288 |
| Kurtosis | 19503.74155 |
| Mean | 136.3495576 |
| Median Absolute Deviation (MAD) | 27.83 |
| Skewness | 120.8609144 |
| Sum | 8059895.048 |
| Variance | 637443.7365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 255 | < 0.1% |
| 92.22429 | 48 | < 0.1% |
| 30.94 | 33 | < 0.1% |
| 10.5 | 29 | < 0.1% |
| 23.25 | 26 | < 0.1% |
| 88.52 | 25 | < 0.1% |
| 32 | 25 | < 0.1% |
| 16 | 24 | < 0.1% |
| 12.5 | 24 | < 0.1% |
| 47 | 22 | < 0.1% |
| Other values (18655) | 58601 | 10.4% |
| (Missing) | 502072 |
| Value | Count | Frequency (%) |
| 0 | 255 | |
| 0.0001 | 1 | < 0.1% |
| 0.002 | 1 | < 0.1% |
| 0.0055 | 1 | < 0.1% |
| 0.01 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 143500 | 1 | |
| 69300 | 2 | |
| 22025 | 1 | |
| 10005.05 | 1 | |
| 3719.34 | 2 |
conv_premium
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 5313 |
|---|---|
| Distinct (%) | 85.6% |
| Missing | 554976 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6805.627923 |
| Minimum | -5755417 |
|---|---|
| Maximum | 20249906 |
| Zeros | 252 |
| Zeros (%) | < 0.1% |
| Negative | 870 |
| Negative (%) | 0.2% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -5755417 |
|---|---|
| 5-th percentile | -35.2468325 |
| Q1 | 11.7533975 |
| median | 25.000015 |
| Q3 | 44.4043975 |
| 95-th percentile | 818.4284585 |
| Maximum | 20249906 |
| Range | 26005323 |
| Interquartile range (IQR) | 32.651 |
Descriptive statistics
| Standard deviation | 346468.8905 |
|---|---|
| Coefficient of variation (CV) | 50.90917317 |
| Kurtosis | 2815.261541 |
| Mean | 6805.627923 |
| Median Absolute Deviation (MAD) | 15.86997 |
| Skewness | 50.47190035 |
| Sum | 42249338.14 |
| Variance | 1.200406921 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 252 | < 0.1% |
| 25 | 70 | < 0.1% |
| 20 | 56 | < 0.1% |
| 30 | 22 | < 0.1% |
| 12 | 17 | < 0.1% |
| 22 | 15 | < 0.1% |
| 15 | 12 | < 0.1% |
| 10 | 11 | < 0.1% |
| 23 | 9 | < 0.1% |
| 28 | 8 | < 0.1% |
| Other values (5303) | 5736 | 1.0% |
| (Missing) | 554976 |
| Value | Count | Frequency (%) |
| -5755417 | 1 | |
| -98.92753 | 1 | |
| -94.71021 | 1 | |
| -92.71831 | 1 | |
| -91.06004 | 1 |
| Value | Count | Frequency (%) |
| 20249906 | 1 | |
| 16961383 | 1 | |
| 3611899 | 1 | |
| 793008.2069 | 1 | |
| 358240.2254 | 1 |
conv_redemp_exception
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 521805 |
| Missing (%) | 93.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1255 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 38124 | 6.8% |
| Y | 1255 | 0.2% |
| (Missing) | 521805 |
Common Values (Plot)
conv_redemp_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 984 |
|---|---|
| Distinct (%) | 61.5% |
| Missing | 559584 |
| Missing (%) | 99.7% |
| Memory size | 4.3 MiB |
| 2026-09-15 | 10 |
|---|---|
| 2025-05-31 | 10 |
| 2025-10-15 | 8 |
| 1988-07-15 | 8 |
| 2026-03-15 | 8 |
| Other values (979) |
Unique
| Unique | 633 ? |
|---|---|
| Unique (%) | 39.6% |
Sample
| 1st row | 1988-07-15 |
|---|---|
| 2nd row | 1996-05-31 |
| 3rd row | 1993-03-15 |
| 4th row | 1994-01-15 |
| 5th row | 1985-03-15 |
Common Values
| Value | Count | Frequency (%) |
| 2026-09-15 | 10 | < 0.1% |
| 2025-05-31 | 10 | < 0.1% |
| 2025-10-15 | 8 | < 0.1% |
| 1988-07-15 | 8 | < 0.1% |
| 2026-03-15 | 8 | < 0.1% |
| 2024-06-01 | 8 | < 0.1% |
| 2024-11-15 | 7 | < 0.1% |
| 2025-06-14 | 7 | < 0.1% |
| 2025-04-14 | 7 | < 0.1% |
| 2025-08-15 | 7 | < 0.1% |
| Other values (974) | 1520 | 0.3% |
| (Missing) | 559584 |
conv_price_percent
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 559140 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.7218821 |
| Minimum | 0 |
|---|---|
| Maximum | 1258 |
| Zeros | 384 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 125 |
| median | 130 |
| Q3 | 140 |
| 95-th percentile | 150 |
| Maximum | 1258 |
| Range | 1258 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 60.85773707 |
|---|---|
| Coefficient of variation (CV) | 0.5447253119 |
| Kurtosis | 61.12723836 |
| Mean | 111.7218821 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.244567363 |
| Sum | 228359.527 |
| Variance | 3703.664161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 797 | 0.1% |
| 150 | 436 | 0.1% |
| 0 | 384 | 0.1% |
| 140 | 186 | < 0.1% |
| 125 | 90 | < 0.1% |
| 120 | 43 | < 0.1% |
| 135 | 16 | < 0.1% |
| 200 | 14 | < 0.1% |
| 175 | 12 | < 0.1% |
| 115 | 10 | < 0.1% |
| Other values (26) | 56 | < 0.1% |
| (Missing) | 559140 |
| Value | Count | Frequency (%) |
| 0 | 384 | |
| 1.4 | 1 | < 0.1% |
| 12.07 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 34.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1258 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 280 | 1 | < 0.1% |
| 250 | 2 | < 0.1% |
| 200 | 14 |
conv_part_trade_days
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 559153 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.57262432 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 380 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 20 |
| median | 20 |
| Q3 | 20 |
| 95-th percentile | 20 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.385391881 |
|---|---|
| Coefficient of variation (CV) | 0.5059785172 |
| Kurtosis | 0.9344273969 |
| Mean | 16.57262432 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.105443768 |
| Sum | 33659 |
| Variance | 70.314797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 1551 | 0.3% |
| 0 | 380 | 0.1% |
| 30 | 75 | < 0.1% |
| 5 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| 15 | 4 | < 0.1% |
| 2 | 2 | < 0.1% |
| 25 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 60 | 2 | < 0.1% |
| Other values (2) | 3 | < 0.1% |
| (Missing) | 559153 |
| Value | Count | Frequency (%) |
| 0 | 380 | |
| 1 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 5 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 2 | < 0.1% |
| 45 | 1 | < 0.1% |
| 30 | 75 | < 0.1% |
| 25 | 2 | < 0.1% |
| 20 | 1551 |
conv_total_trade_days
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 559153 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.06794682 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 384 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30 |
| median | 30 |
| Q3 | 30 |
| 95-th percentile | 30 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.95563687 |
|---|---|
| Coefficient of variation (CV) | 0.496745192 |
| Kurtosis | 0.4344250118 |
| Mean | 24.06794682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.3751446 |
| Sum | 48882 |
| Variance | 142.9372529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 1567 | 0.3% |
| 0 | 384 | 0.1% |
| 20 | 60 | < 0.1% |
| 60 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| 45 | 2 | < 0.1% |
| 35 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 40 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| (Missing) | 559153 |
| Value | Count | Frequency (%) |
| 0 | 384 | |
| 1 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 20 | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 6 | < 0.1% |
| 45 | 2 | < 0.1% |
| 40 | 2 | < 0.1% |
| 35 | 2 | < 0.1% |
| 30 | 1567 |
conv_period_spec
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 521828 |
| Missing (%) | 93.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1327 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 38029 | 6.8% |
| Y | 1327 | 0.2% |
| (Missing) | 521828 |
Common Values (Plot)
conv_period_days
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 559819 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.684249084 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 70 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 10 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.941555374 |
|---|---|
| Coefficient of variation (CV) | 1.468401497 |
| Kurtosis | 19.05463854 |
| Mean | 2.684249084 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.744541357 |
| Sum | 3664 |
| Variance | 15.53585876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 799 | 0.1% |
| 2 | 178 | < 0.1% |
| 5 | 157 | < 0.1% |
| 0 | 70 | < 0.1% |
| 15 | 50 | < 0.1% |
| 3 | 33 | < 0.1% |
| 7 | 27 | < 0.1% |
| 10 | 25 | < 0.1% |
| 20 | 8 | < 0.1% |
| 6 | 6 | < 0.1% |
| Other values (7) | 12 | < 0.1% |
| (Missing) | 559819 |
| Value | Count | Frequency (%) |
| 0 | 70 | < 0.1% |
| 1 | 799 | |
| 2 | 178 | < 0.1% |
| 3 | 33 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 30 | 4 | < 0.1% |
| 20 | 8 | < 0.1% |
| 15 | 50 |
agent_id
Real number (ℝ)
| Distinct | 3314 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 501853 |
| Missing (%) | 89.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35097.9592 |
| Minimum | 3 |
|---|---|
| Maximum | 78189 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 263 |
| Q1 | 3100 |
| median | 43940 |
| Q3 | 55223 |
| 95-th percentile | 71511 |
| Maximum | 78189 |
| Range | 78186 |
| Interquartile range (IQR) | 52123 |
Descriptive statistics
| Standard deviation | 25156.81824 |
|---|---|
| Coefficient of variation (CV) | 0.7167601427 |
| Kurtosis | -1.424255694 |
| Mean | 35097.9592 |
| Median Absolute Deviation (MAD) | 16342 |
| Skewness | -0.2521835507 |
| Sum | 2082397017 |
| Variance | 632865504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 263 | 2356 | 0.4% |
| 35097 | 1272 | 0.2% |
| 54201 | 1255 | 0.2% |
| 427 | 1042 | 0.2% |
| 59842 | 969 | 0.2% |
| 1689 | 800 | 0.1% |
| 43867 | 798 | 0.1% |
| 60010 | 780 | 0.1% |
| 46203 | 761 | 0.1% |
| 43940 | 723 | 0.1% |
| Other values (3304) | 48575 | 8.7% |
| (Missing) | 501853 |
| Value | Count | Frequency (%) |
| 3 | 10 | |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 18 | |
| 13 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 78189 | 1 | |
| 78111 | 1 | |
| 78105 | 1 | |
| 78054 | 2 | |
| 78049 | 1 |
shares_outstanding
Real number (ℝ)
| Distinct | 4509 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 556029 |
| Missing (%) | 99.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 207500991.8 |
| Minimum | 0 |
|---|---|
| Maximum | 9930000000 |
| Zeros | 245 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 307214 |
| Q1 | 33708933.5 |
| median | 71310000 |
| Q3 | 166504500 |
| 95-th percentile | 763518200 |
| Maximum | 9930000000 |
| Range | 9930000000 |
| Interquartile range (IQR) | 132795566.5 |
Descriptive statistics
| Standard deviation | 528298434.3 |
|---|---|
| Coefficient of variation (CV) | 2.546004382 |
| Kurtosis | 83.27822737 |
| Mean | 207500991.8 |
| Median Absolute Deviation (MAD) | 47879570 |
| Skewness | 7.774307836 |
| Sum | 1.069667613 × 1012 |
| Variance | 2.790992357 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 245 | < 0.1% |
| 204385177 | 11 | < 0.1% |
| 118817800 | 6 | < 0.1% |
| 169576043 | 5 | < 0.1% |
| 569382412 | 5 | < 0.1% |
| 2202402441 | 4 | < 0.1% |
| 163206598 | 4 | < 0.1% |
| 250730000 | 4 | < 0.1% |
| 623004728 | 4 | < 0.1% |
| 92358140 | 4 | < 0.1% |
| Other values (4499) | 4863 | 0.9% |
| (Missing) | 556029 |
| Value | Count | Frequency (%) |
| 0 | 245 | |
| 0.01143 | 1 | < 0.1% |
| 83.85506 | 1 | < 0.1% |
| 1337.25139 | 1 | < 0.1% |
| 33960 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9930000000 | 1 | |
| 8763839000 | 1 | |
| 6718000000 | 1 | |
| 6690000000 | 1 | |
| 6670000000 | 1 |
orig_conv_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 4106 |
|---|---|
| Distinct (%) | 64.6% |
| Missing | 554832 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.69747807 |
| Minimum | 0 |
|---|---|
| Maximum | 89605.73477 |
| Zeros | 33 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.0036465 |
| Q1 | 14.90715 |
| median | 29.188515 |
| Q3 | 52.0824625 |
| 95-th percentile | 121.843565 |
| Maximum | 89605.73477 |
| Range | 89605.73477 |
| Interquartile range (IQR) | 37.1753125 |
Descriptive statistics
| Standard deviation | 1687.300288 |
|---|---|
| Coefficient of variation (CV) | 20.15951169 |
| Kurtosis | 2559.140501 |
| Mean | 83.69747807 |
| Median Absolute Deviation (MAD) | 17.060675 |
| Skewness | 49.64510861 |
| Sum | 531646.3807 |
| Variance | 2846982.261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33 | < 0.1% |
| 20 | 24 | < 0.1% |
| 40 | 24 | < 0.1% |
| 50 | 21 | < 0.1% |
| 25 | 19 | < 0.1% |
| 12 | 18 | < 0.1% |
| 15 | 17 | < 0.1% |
| 5 | 16 | < 0.1% |
| 30 | 16 | < 0.1% |
| 10 | 15 | < 0.1% |
| Other values (4096) | 6149 | 1.1% |
| (Missing) | 554832 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 0.01924 | 1 | < 0.1% |
| 0.0618 | 1 | < 0.1% |
| 0.1134 | 1 | < 0.1% |
| 0.137 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89605.73477 | 2 | |
| 42669 | 1 | |
| 12323.81 | 1 | |
| 4051 | 1 | |
| 2623 | 1 |
orig_commod_price
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 18738 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 502065 |
| Missing (%) | 89.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.3035399 |
| Minimum | 0 |
|---|---|
| Maximum | 143500 |
| Zeros | 43 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.31 |
| Q1 | 23.51 |
| median | 45.55 |
| Q3 | 101.2 |
| 95-th percentile | 460.25 |
| Maximum | 143500 |
| Range | 143500 |
| Interquartile range (IQR) | 77.69 |
Descriptive statistics
| Standard deviation | 811.6687443 |
|---|---|
| Coefficient of variation (CV) | 5.911491758 |
| Kurtosis | 18789.89986 |
| Mean | 137.3035399 |
| Median Absolute Deviation (MAD) | 27.97 |
| Skewness | 119.4230657 |
| Sum | 8117247.973 |
| Variance | 658806.1505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43 | < 0.1% |
| 20 | 27 | < 0.1% |
| 32 | 26 | < 0.1% |
| 16 | 25 | < 0.1% |
| 14 | 24 | < 0.1% |
| 27.75 | 24 | < 0.1% |
| 47 | 23 | < 0.1% |
| 18 | 22 | < 0.1% |
| 15.42 | 22 | < 0.1% |
| 12.4 | 22 | < 0.1% |
| Other values (18728) | 58861 | 10.5% |
| (Missing) | 502065 |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 0.13 | 1 | < 0.1% |
| 0.215 | 1 | < 0.1% |
| 0.25702 | 1 | < 0.1% |
| 0.26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 143500 | 1 | |
| 77900 | 1 | |
| 69300 | 1 | |
| 22025 | 1 | |
| 10005.05 | 1 |
orig_conv_premium
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 5135 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 554964 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.70623161 |
| Minimum | -98.92753 |
|---|---|
| Maximum | 56874.603 |
| Zeros | 75 |
| Zeros (%) | < 0.1% |
| Negative | 495 |
| Negative (%) | 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -98.92753 |
|---|---|
| 5-th percentile | -12.6684665 |
| Q1 | 16.78336 |
| median | 25.00002 |
| Q3 | 37.903595 |
| 95-th percentile | 111.8185155 |
| Maximum | 56874.603 |
| Range | 56973.53053 |
| Interquartile range (IQR) | 21.120235 |
Descriptive statistics
| Standard deviation | 730.0187152 |
|---|---|
| Coefficient of variation (CV) | 14.68666386 |
| Kurtosis | 5906.221194 |
| Mean | 49.70623161 |
| Median Absolute Deviation (MAD) | 10.000125 |
| Skewness | 75.92180339 |
| Sum | 309172.7606 |
| Variance | 532927.3246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 100 | < 0.1% |
| 20 | 79 | < 0.1% |
| 0 | 75 | < 0.1% |
| 30 | 41 | < 0.1% |
| 22 | 26 | < 0.1% |
| 15 | 19 | < 0.1% |
| 12 | 18 | < 0.1% |
| 40 | 13 | < 0.1% |
| 18 | 13 | < 0.1% |
| 10 | 13 | < 0.1% |
| Other values (5125) | 5823 | 1.0% |
| (Missing) | 554964 |
| Value | Count | Frequency (%) |
| -98.92753 | 1 | |
| -94 | 1 | |
| -91.06004 | 1 | |
| -90.84512 | 1 | |
| -90.29972 | 1 |
| Value | Count | Frequency (%) |
| 56874.603 | 1 | |
| 3154.75099 | 1 | |
| 2583.09456 | 1 | |
| 2539.21569 | 1 | |
| 2403.7036 | 1 |
orig_shares_outstanding
Real number (ℝ)
| Distinct | 4405 |
|---|---|
| Distinct (%) | 93.2% |
| Missing | 556456 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197199128 |
| Minimum | 0 |
|---|---|
| Maximum | 9930000000 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14729922.85 |
| Q1 | 37233497 |
| median | 71336235.5 |
| Q3 | 161152165.5 |
| 95-th percentile | 691221850 |
| Maximum | 9930000000 |
| Range | 9930000000 |
| Interquartile range (IQR) | 123918668.5 |
Descriptive statistics
| Standard deviation | 503943648 |
|---|---|
| Coefficient of variation (CV) | 2.555506473 |
| Kurtosis | 102.0902515 |
| Mean | 197199128 |
| Median Absolute Deviation (MAD) | 43235991 |
| Skewness | 8.573955758 |
| Sum | 9.32357477 × 1011 |
| Variance | 2.539592004 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | < 0.1% |
| 204385177 | 12 | < 0.1% |
| 250730000 | 6 | < 0.1% |
| 163206598 | 4 | < 0.1% |
| 37702000 | 4 | < 0.1% |
| 1207011573 | 4 | < 0.1% |
| 169576000 | 4 | < 0.1% |
| 55500000 | 4 | < 0.1% |
| 40013574 | 4 | < 0.1% |
| 2202402441 | 4 | < 0.1% |
| Other values (4395) | 4662 | 0.8% |
| (Missing) | 556456 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1337.25139 | 1 | < 0.1% |
| 11600 | 1 | < 0.1% |
| 33960 | 1 | < 0.1% |
| 68600 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9930000000 | 1 | |
| 8763839000 | 1 | |
| 6718000000 | 1 | |
| 6690000000 | 1 | |
| 6670000000 | 1 |
orig_percent_outstanding_com
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 5261 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 555766 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.93208649 |
| Minimum | 0 |
|---|---|
| Maximum | 209017 |
| Zeros | 46 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.2679785 |
| Q1 | 5.93768 |
| median | 10.551 |
| Q3 | 16.7881575 |
| 95-th percentile | 36.4378005 |
| Maximum | 209017 |
| Range | 209017 |
| Interquartile range (IQR) | 10.8504775 |
Descriptive statistics
| Standard deviation | 2845.240575 |
|---|---|
| Coefficient of variation (CV) | 48.27999049 |
| Kurtosis | 5373.338857 |
| Mean | 58.93208649 |
| Median Absolute Deviation (MAD) | 5.207585 |
| Skewness | 73.16424642 |
| Sum | 319294.0446 |
| Variance | 8095393.932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | < 0.1% |
| 100 | 4 | < 0.1% |
| 6.43783 | 4 | < 0.1% |
| 4.87155 | 4 | < 0.1% |
| 4.06426 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 9.34762 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| 6.18927 | 2 | < 0.1% |
| 7.61531 | 2 | < 0.1% |
| Other values (5251) | 5346 | 1.0% |
| (Missing) | 555766 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.00055 | 1 | < 0.1% |
| 0.00103 | 1 | < 0.1% |
| 0.00114 | 1 | < 0.1% |
| 0.00159 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 209017 | 1 | |
| 11482.82979 | 1 | |
| 3486.4565 | 1 | |
| 3387.27436 | 1 | |
| 2856.28178 | 1 |
orig_qty_of_commod
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 4319 |
|---|---|
| Distinct (%) | 68.6% |
| Missing | 554885 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.92237215 |
| Minimum | 0 |
|---|---|
| Maximum | 55762 |
| Zeros | 26 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.862884 |
| Q1 | 15.05715 |
| median | 30.75787 |
| Q3 | 62.24705 |
| 95-th percentile | 216.07956 |
| Maximum | 55762 |
| Range | 55762 |
| Interquartile range (IQR) | 47.1899 |
Descriptive statistics
| Standard deviation | 929.0746951 |
|---|---|
| Coefficient of variation (CV) | 10.94028195 |
| Kurtosis | 2980.035176 |
| Mean | 84.92237215 |
| Median Absolute Deviation (MAD) | 19.24213 |
| Skewness | 53.26868872 |
| Sum | 534926.0222 |
| Variance | 863179.7891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26 | < 0.1% |
| 50 | 22 | < 0.1% |
| 20 | 21 | < 0.1% |
| 25 | 21 | < 0.1% |
| 100 | 14 | < 0.1% |
| 40 | 14 | < 0.1% |
| 200 | 14 | < 0.1% |
| 1 | 13 | < 0.1% |
| 62.5 | 12 | < 0.1% |
| 31.25 | 11 | < 0.1% |
| Other values (4309) | 6131 | 1.1% |
| (Missing) | 554885 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 0.0089 | 1 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.10979 | 1 | < 0.1% |
| 0.1116 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 55762 | 1 | |
| 45809 | 1 | |
| 7299.27 | 1 | |
| 4606 | 1 | |
| 4444.44444 | 1 |
as_of_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 5892 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 501452 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| 2010-03-26 | 278 |
|---|---|
| 2010-04-27 | 249 |
| 2008-06-25 | 248 |
| 2010-01-26 | 246 |
| 2008-05-27 | 227 |
| Other values (5887) |
Unique
| Unique | 1515 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | 1986-07-22 |
|---|---|
| 2nd row | 1993-04-22 |
| 3rd row | 1992-03-12 |
| 4th row | 1989-06-15 |
| 5th row | 1991-03-08 |
Common Values
| Value | Count | Frequency (%) |
| 2010-03-26 | 278 | < 0.1% |
| 2010-04-27 | 249 | < 0.1% |
| 2008-06-25 | 248 | < 0.1% |
| 2010-01-26 | 246 | < 0.1% |
| 2008-05-27 | 227 | < 0.1% |
| 2008-03-26 | 224 | < 0.1% |
| 2007-10-26 | 221 | < 0.1% |
| 2008-01-28 | 214 | < 0.1% |
| 2008-07-28 | 201 | < 0.1% |
| 2010-02-23 | 197 | < 0.1% |
| Other values (5882) | 57427 | 10.2% |
| (Missing) | 501452 |
reason
Categorical
IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 502854 |
| Missing (%) | 89.6% |
| Memory size | 4.3 MiB |
| I | |
|---|---|
| REV | 2608 |
| AM | 407 |
| NC | 340 |
| TC | 256 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NC |
|---|---|
| 2nd row | REV |
| 3rd row | REV |
| 4th row | NC |
| 5th row | AM |
Common Values
| Value | Count | Frequency (%) |
| I | 54719 | 9.8% |
| REV | 2608 | 0.5% |
| AM | 407 | 0.1% |
| NC | 340 | 0.1% |
| TC | 256 | < 0.1% |
| (Missing) | 502854 |
Common Values (Plot)
change_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 6044 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 501452 |
| Missing (%) | 89.4% |
| Memory size | 4.3 MiB |
| 2010-03-26 | 278 |
|---|---|
| 2010-04-27 | 249 |
| 2008-06-25 | 248 |
| 2010-01-26 | 247 |
| 2008-05-27 | 227 |
| Other values (6039) |
Unique
| Unique | 1614 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | 1986-07-22 |
|---|---|
| 2nd row | 1993-04-22 |
| 3rd row | 1992-03-12 |
| 4th row | 1989-06-15 |
| 5th row | 1991-03-08 |
Common Values
| Value | Count | Frequency (%) |
| 2010-03-26 | 278 | < 0.1% |
| 2010-04-27 | 249 | < 0.1% |
| 2008-06-25 | 248 | < 0.1% |
| 2010-01-26 | 247 | < 0.1% |
| 2008-05-27 | 227 | < 0.1% |
| 2008-03-26 | 224 | < 0.1% |
| 2007-10-26 | 221 | < 0.1% |
| 2008-01-28 | 214 | < 0.1% |
| 2008-07-28 | 201 | < 0.1% |
| 2010-02-23 | 197 | < 0.1% |
| Other values (6034) | 57426 | 10.2% |
| (Missing) | 501452 |
split_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 310 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 560530 |
| Missing (%) | 99.9% |
| Memory size | 4.3 MiB |
| 2014-06-09 | 48 |
|---|---|
| 2007-12-04 | 23 |
| 2015-09-30 | 17 |
| 2008-07-24 | 16 |
| 2020-04-23 | 14 |
| Other values (305) |
Unique
| Unique | 215 ? |
|---|---|
| Unique (%) | 32.9% |
Sample
| 1st row | 1999-01-19 |
|---|---|
| 2nd row | 2006-12-12 |
| 3rd row | 2005-08-02 |
| 4th row | 1999-10-22 |
| 5th row | 2002-01-16 |
Common Values
| Value | Count | Frequency (%) |
| 2014-06-09 | 48 | < 0.1% |
| 2007-12-04 | 23 | < 0.1% |
| 2015-09-30 | 17 | < 0.1% |
| 2008-07-24 | 16 | < 0.1% |
| 2020-04-23 | 14 | < 0.1% |
| 2008-05-28 | 14 | < 0.1% |
| 2019-06-03 | 12 | < 0.1% |
| 2014-04-21 | 11 | < 0.1% |
| 2016-04-08 | 10 | < 0.1% |
| 2007-08-21 | 9 | < 0.1% |
| Other values (300) | 480 | 0.1% |
| (Missing) | 560530 |
split_ratio
Categorical
| Distinct | 41 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 560530 |
| Missing (%) | 99.9% |
| Memory size | 4.3 MiB |
| 2:1 | |
|---|---|
| 3:2 | |
| 7:1 | |
| 3:1 | |
| 1:10 | |
| Other values (36) |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 2.3% |
Sample
| 1st row | 2:1 |
|---|---|
| 2nd row | 2:1 |
| 3rd row | 2:1 |
| 4th row | 2:1 |
| 5th row | 2:1 |
Common Values
| Value | Count | Frequency (%) |
| 2:1 | 275 | < 0.1% |
| 3:2 | 51 | < 0.1% |
| 7:1 | 48 | < 0.1% |
| 3:1 | 38 | < 0.1% |
| 1:10 | 35 | < 0.1% |
| 1:3 | 28 | < 0.1% |
| 1:15 | 26 | < 0.1% |
| 1:4 | 20 | < 0.1% |
| 1:50 | 18 | < 0.1% |
| 1:20 | 14 | < 0.1% |
| Other values (31) | 101 | < 0.1% |
| (Missing) | 560530 |
conditional_conv_terms
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 522172 |
| Missing (%) | 93.0% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 2021 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 36991 | 6.6% |
| Y | 2021 | 0.4% |
| (Missing) | 522172 |
Common Values (Plot)
soft_call_make_whole
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 523231 |
| Missing (%) | 93.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 70 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37883 | 6.8% |
| Y | 70 | < 0.1% |
| (Missing) | 523231 |
Common Values (Plot)
peps
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 523207 |
| Missing (%) | 93.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 173 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37804 | 6.7% |
| Y | 173 | < 0.1% |
| (Missing) | 523207 |
Common Values (Plot)
percs
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 523299 |
| Missing (%) | 93.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37880 | 6.8% |
| Y | 5 | < 0.1% |
| (Missing) | 523299 |
Common Values (Plot)
conv_prohibited_from
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 1140 |
|---|---|
| Distinct (%) | 68.6% |
| Missing | 559523 |
| Missing (%) | 99.7% |
| Memory size | 4.3 MiB |
| 2024-03-20 | 19 |
|---|---|
| 2023-06-20 | 13 |
| 2023-09-20 | 11 |
| 2023-06-05 | 11 |
| 2024-02-20 | 10 |
| Other values (1135) |
Unique
| Unique | 841 ? |
|---|---|
| Unique (%) | 50.6% |
Sample
| 1st row | 1986-07-29 |
|---|---|
| 2nd row | 1993-04-30 |
| 3rd row | 1991-03-15 |
| 4th row | 1992-01-31 |
| 5th row | 1983-03-15 |
Common Values
| Value | Count | Frequency (%) |
| 2024-03-20 | 19 | < 0.1% |
| 2023-06-20 | 13 | < 0.1% |
| 2023-09-20 | 11 | < 0.1% |
| 2023-06-05 | 11 | < 0.1% |
| 2024-02-20 | 10 | < 0.1% |
| 2023-12-20 | 9 | < 0.1% |
| 2023-05-20 | 9 | < 0.1% |
| 2024-11-20 | 8 | < 0.1% |
| 2024-05-20 | 7 | < 0.1% |
| 2023-05-06 | 7 | < 0.1% |
| Other values (1130) | 1557 | 0.3% |
| (Missing) | 559523 |
convert_on_call
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 522837 |
| Missing (%) | 93.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 810 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37537 | 6.7% |
| Y | 810 | 0.1% |
| (Missing) | 522837 |
Common Values (Plot)
coco_start_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 1365 |
|---|---|
| Distinct (%) | 63.5% |
| Missing | 559034 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| 2019-12-31 | 22 |
|---|---|
| 2021-07-01 | 20 |
| 2018-09-30 | 19 |
| 2011-07-01 | 13 |
| 2019-06-30 | 12 |
| Other values (1360) |
Unique
| Unique | 965 ? |
|---|---|
| Unique (%) | 44.9% |
Sample
| 1st row | 2001-01-08 |
|---|---|
| 2nd row | 2001-02-28 |
| 3rd row | 2001-02-02 |
| 4th row | 2001-04-11 |
| 5th row | 2001-05-23 |
Common Values
| Value | Count | Frequency (%) |
| 2019-12-31 | 22 | < 0.1% |
| 2021-07-01 | 20 | < 0.1% |
| 2018-09-30 | 19 | < 0.1% |
| 2011-07-01 | 13 | < 0.1% |
| 2019-06-30 | 12 | < 0.1% |
| 2022-04-01 | 12 | < 0.1% |
| 2019-09-30 | 11 | < 0.1% |
| 2003-06-30 | 10 | < 0.1% |
| 2018-12-31 | 10 | < 0.1% |
| 2003-09-30 | 9 | < 0.1% |
| Other values (1355) | 2012 | 0.4% |
| (Missing) | 559034 |
coco_end_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 819 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 559063 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| 2023-08-01 | 16 |
|---|---|
| 2023-07-15 | 14 |
| 2024-11-30 | 13 |
| 2018-05-14 | 12 |
| 2023-05-15 | 12 |
| Other values (814) |
Unique
| Unique | 348 ? |
|---|---|
| Unique (%) | 16.4% |
Sample
| 1st row | 2020-11-17 |
|---|---|
| 2nd row | 2008-03-01 |
| 3rd row | 2031-02-07 |
| 4th row | 2021-02-12 |
| 5th row | 2031-03-31 |
Common Values
| Value | Count | Frequency (%) |
| 2023-08-01 | 16 | < 0.1% |
| 2023-07-15 | 14 | < 0.1% |
| 2024-11-30 | 13 | < 0.1% |
| 2018-05-14 | 12 | < 0.1% |
| 2023-05-15 | 12 | < 0.1% |
| 2025-05-31 | 12 | < 0.1% |
| 2025-08-14 | 12 | < 0.1% |
| 2024-02-15 | 11 | < 0.1% |
| 2021-12-14 | 11 | < 0.1% |
| 2026-09-14 | 11 | < 0.1% |
| Other values (809) | 1997 | 0.4% |
| (Missing) | 559063 |
coco_initial_trigger_percent
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 559137 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.7126673 |
| Minimum | 98 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 120 |
| median | 130 |
| Q3 | 130 |
| 95-th percentile | 130 |
| Maximum | 220 |
| Range | 122 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.519910328 |
|---|---|
| Coefficient of variation (CV) | 0.05934616078 |
| Kurtosis | 24.86654738 |
| Mean | 126.7126673 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.765359717 |
| Sum | 259380.83 |
| Variance | 56.54905134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 1276 | 0.2% |
| 120 | 510 | 0.1% |
| 110 | 109 | < 0.1% |
| 125 | 68 | < 0.1% |
| 150 | 33 | < 0.1% |
| 135 | 15 | < 0.1% |
| 140 | 12 | < 0.1% |
| 115 | 6 | < 0.1% |
| 100 | 4 | < 0.1% |
| 220 | 2 | < 0.1% |
| Other values (10) | 12 | < 0.1% |
| (Missing) | 559137 |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 100 | 4 | < 0.1% |
| 110 | 109 | |
| 114.71 | 1 | < 0.1% |
| 115 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 220 | 2 | < 0.1% |
| 175 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 156.25 | 1 | < 0.1% |
| 150 | 33 |
coco_trigger_expressed_as
Categorical
IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 559142 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| CP | |
|---|---|
| ACP | 88 |
| AV | 15 |
| ISP | 4 |
| BMP | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ACP |
|---|---|
| 2nd row | CP |
| 3rd row | ACP |
| 4th row | ACP |
| 5th row | ACP |
Common Values
| Value | Count | Frequency (%) |
| CP | 1934 | 0.3% |
| ACP | 88 | < 0.1% |
| AV | 15 | < 0.1% |
| ISP | 4 | < 0.1% |
| BMP | 1 | < 0.1% |
| (Missing) | 559142 |
Common Values (Plot)
coco_change_rate
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 559660 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7059317585 |
| Minimum | -1.11 |
|---|---|
| Maximum | 150 |
| Zeros | 1473 |
| Zeros (%) | 0.3% |
| Negative | 25 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -1.11 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 150 |
| Range | 151.11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.451496746 |
|---|---|
| Coefficient of variation (CV) | 13.3886833 |
| Kurtosis | 188.3489324 |
| Mean | 0.7059317585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.71701298 |
| Sum | 1075.84 |
| Variance | 89.33079073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1473 | 0.3% |
| -0.5 | 13 | < 0.1% |
| 0.5 | 8 | < 0.1% |
| 130 | 6 | < 0.1% |
| -0.334 | 2 | < 0.1% |
| -0.513 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| -0.336 | 2 | < 0.1% |
| -1.11 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| Other values (14) | 14 | < 0.1% |
| (Missing) | 559660 |
| Value | Count | Frequency (%) |
| -1.11 | 1 | < 0.1% |
| -0.513 | 2 | < 0.1% |
| -0.512 | 1 | < 0.1% |
| -0.5 | 13 | |
| -0.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 150 | 1 | < 0.1% |
| 130 | 6 | |
| 110 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
coco_min_trigger_level
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 559366 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.001104 |
| Minimum | 0 |
|---|---|
| Maximum | 220 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 120 |
| median | 130 |
| Q3 | 130 |
| 95-th percentile | 130 |
| Maximum | 220 |
| Range | 220 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.795210432 |
|---|---|
| Coefficient of variation (CV) | 0.06980264581 |
| Kurtosis | 38.00995019 |
| Mean | 126.001104 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4217115419 |
| Sum | 229070.007 |
| Variance | 77.35572653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 1061 | 0.2% |
| 120 | 462 | 0.1% |
| 110 | 137 | < 0.1% |
| 125 | 63 | < 0.1% |
| 150 | 32 | < 0.1% |
| 135 | 14 | < 0.1% |
| 140 | 12 | < 0.1% |
| 115 | 10 | < 0.1% |
| 98 | 6 | < 0.1% |
| 100 | 5 | < 0.1% |
| Other values (12) | 16 | < 0.1% |
| (Missing) | 559366 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 98 | 6 | |
| 100 | 5 | |
| 109.827 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 220 | 2 | < 0.1% |
| 175 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 156.25 | 1 | < 0.1% |
| 150 | 32 |
coco_change_frequency
Categorical
IMBALANCE  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 559156 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| NONE | |
|---|---|
| Q | |
| A | 16 |
| S | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NONE |
|---|---|
| 2nd row | NONE |
| 3rd row | Q |
| 4th row | NONE |
| 5th row | Q |
Common Values
| Value | Count | Frequency (%) |
| NONE | 1753 | 0.3% |
| Q | 252 | < 0.1% |
| A | 16 | < 0.1% |
| S | 7 | < 0.1% |
| (Missing) | 559156 |
Common Values (Plot)
coco_trade_days
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 559164 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.832673 |
| Minimum | 11 |
|---|---|
| Maximum | 2030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 2030 |
| Q1 | 2030 |
| median | 2030 |
| Q3 | 2030 |
| 95-th percentile | 2030 |
| Maximum | 2030 |
| Range | 2019 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 156.7529097 |
|---|---|
| Coefficient of variation (CV) | 0.07772231768 |
| Kurtosis | 157.0237707 |
| Mean | 2016.832673 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -12.52814301 |
| Sum | 4074002 |
| Variance | 24571.47471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2030 | 1971 | 0.4% |
| 2020 | 33 | < 0.1% |
| 11 | 12 | < 0.1% |
| 1520 | 4 | < 0.1% |
| (Missing) | 559164 |
| Value | Count | Frequency (%) |
| 11 | 12 | < 0.1% |
| 1520 | 4 | < 0.1% |
| 2020 | 33 | < 0.1% |
| 2030 | 1971 |
| Value | Count | Frequency (%) |
| 2030 | 1971 | |
| 2020 | 33 | < 0.1% |
| 1520 | 4 | < 0.1% |
| 11 | 12 | < 0.1% |
coco_trade_days_in_previous
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 559161 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| Q | |
|---|---|
| PD | 74 |
| S | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PD |
|---|---|
| 2nd row | Q |
| 3rd row | Q |
| 4th row | PD |
| 5th row | Q |
Common Values
| Value | Count | Frequency (%) |
| Q | 1944 | 0.3% |
| PD | 74 | < 0.1% |
| S | 5 | < 0.1% |
| (Missing) | 559161 |
Common Values (Plot)
sc_make_whole_start_date
Categorical
| Distinct | 44 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 561139 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| 2013-02-03 | 2 |
|---|---|
| 2004-02-24 | 1 |
| 2003-08-12 | 1 |
| 2003-10-30 | 1 |
| 2004-03-16 | 1 |
| Other values (39) |
Unique
| Unique | 43 ? |
|---|---|
| Unique (%) | 95.6% |
Sample
| 1st row | 1999-06-13 |
|---|---|
| 2nd row | 2000-09-02 |
| 3rd row | 2001-11-27 |
| 4th row | 2002-02-01 |
| 5th row | 2002-02-20 |
Common Values
| Value | Count | Frequency (%) |
| 2013-02-03 | 2 | < 0.1% |
| 2004-02-24 | 1 | < 0.1% |
| 2003-08-12 | 1 | < 0.1% |
| 2003-10-30 | 1 | < 0.1% |
| 2004-03-16 | 1 | < 0.1% |
| 2006-06-18 | 1 | < 0.1% |
| 2004-03-04 | 1 | < 0.1% |
| 2004-02-27 | 1 | < 0.1% |
| 2004-05-26 | 1 | < 0.1% |
| 2004-05-21 | 1 | < 0.1% |
| Other values (34) | 34 | < 0.1% |
| (Missing) | 561139 |
sc_make_whole_end_date
Categorical
| Distinct | 35 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 561139 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| 2007-03-06 | 3 |
|---|---|
| 2010-07-15 | 2 |
| 2006-06-30 | 2 |
| 2014-03-15 | 2 |
| 2008-08-15 | 2 |
| Other values (30) |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 57.8% |
Sample
| 1st row | 2002-02-06 |
|---|---|
| 2nd row | 2003-02-07 |
| 3rd row | 2004-06-21 |
| 4th row | 2005-02-01 |
| 5th row | 2005-02-20 |
Common Values
| Value | Count | Frequency (%) |
| 2007-03-06 | 3 | < 0.1% |
| 2010-07-15 | 2 | < 0.1% |
| 2006-06-30 | 2 | < 0.1% |
| 2014-03-15 | 2 | < 0.1% |
| 2008-08-15 | 2 | < 0.1% |
| 2015-03-01 | 2 | < 0.1% |
| 2005-02-01 | 2 | < 0.1% |
| 2004-06-21 | 2 | < 0.1% |
| 2003-02-07 | 2 | < 0.1% |
| 2016-08-15 | 1 | < 0.1% |
| Other values (25) | 25 | < 0.1% |
| (Missing) | 561139 |
sc_make_whole_decrement_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 561142 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| CP | |
|---|---|
| CPV | |
| A | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.4% |
Sample
| 1st row | CP |
|---|---|
| 2nd row | CP |
| 3rd row | CP |
| 4th row | CP |
| 5th row | CPV |
Common Values
| Value | Count | Frequency (%) |
| CP | 22 | < 0.1% |
| CPV | 19 | < 0.1% |
| A | 1 | < 0.1% |
| (Missing) | 561142 |
Common Values (Plot)
sc_make_whole_initial_amount
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 561163 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.6142857 |
| Minimum | 60 |
|---|---|
| Maximum | 236.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 75 |
| Q1 | 112.94 |
| median | 130.1 |
| Q3 | 165 |
| 95-th percentile | 236.9 |
| Maximum | 236.9 |
| Range | 176.9 |
| Interquartile range (IQR) | 52.06 |
Descriptive statistics
| Standard deviation | 48.53163088 |
|---|---|
| Coefficient of variation (CV) | 0.345140116 |
| Kurtosis | -0.09901469759 |
| Mean | 140.6142857 |
| Median Absolute Deviation (MAD) | 34.9 |
| Skewness | 0.5111300165 |
| Sum | 2952.9 |
| Variance | 2355.319196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 165 | 4 | < 0.1% |
| 120 | 2 | < 0.1% |
| 130.1 | 2 | < 0.1% |
| 236.9 | 2 | < 0.1% |
| 212.6 | 1 | < 0.1% |
| 172.5 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 86.25 | 1 | < 0.1% |
| 135 | 1 | < 0.1% |
| 112.94 | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
| (Missing) | 561163 |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 75 | 1 | |
| 86.25 | 1 | |
| 90 | 1 | |
| 105 | 1 |
| Value | Count | Frequency (%) |
| 236.9 | 2 | |
| 212.6 | 1 | < 0.1% |
| 172.5 | 1 | < 0.1% |
| 165 | 4 | |
| 150 | 1 | < 0.1% |
sc_make_whole_change_percent
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 561163 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.869047619 |
| Minimum | 1.625 |
|---|---|
| Maximum | 5.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1.625 |
|---|---|
| 5-th percentile | 1.875 |
| Q1 | 2.875 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5.75 |
| Maximum | 5.75 |
| Range | 4.125 |
| Interquartile range (IQR) | 2.125 |
Descriptive statistics
| Standard deviation | 1.372996376 |
|---|---|
| Coefficient of variation (CV) | 0.3548667556 |
| Kurtosis | -1.323001728 |
| Mean | 3.869047619 |
| Median Absolute Deviation (MAD) | 1.125 |
| Skewness | -0.1370450908 |
| Sum | 81.25 |
| Variance | 1.885119048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.5 | 3 | < 0.1% |
| 5.75 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 4.25 | 2 | < 0.1% |
| 2.875 | 2 | < 0.1% |
| 4.75 | 1 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
| (Missing) | 561163 |
| Value | Count | Frequency (%) |
| 1.625 | 1 | |
| 1.875 | 1 | |
| 2 | 1 | |
| 2.25 | 1 | |
| 2.5 | 1 |
| Value | Count | Frequency (%) |
| 5.75 | 2 | |
| 5.5 | 3 | |
| 5 | 1 | < 0.1% |
| 4.75 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
peps_max_conversion_ratio
Real number (ℝ)
| Distinct | 155 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 561010 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.44116483 |
| Minimum | 0.1973 |
|---|---|
| Maximum | 571.42857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0.1973 |
|---|---|
| 5-th percentile | 0.4721 |
| Q1 | 0.91545 |
| median | 1.4233 |
| Q3 | 3.5676 |
| 95-th percentile | 41.860455 |
| Maximum | 571.42857 |
| Range | 571.23127 |
| Interquartile range (IQR) | 2.65215 |
Descriptive statistics
| Standard deviation | 51.6618402 |
|---|---|
| Coefficient of variation (CV) | 4.515435358 |
| Kurtosis | 85.50399782 |
| Mean | 11.44116483 |
| Median Absolute Deviation (MAD) | 0.7399 |
| Skewness | 8.695690753 |
| Sum | 1990.76268 |
| Variance | 2668.945733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11 | < 0.1% |
| 9.0909 | 2 | < 0.1% |
| 1.8182 | 2 | < 0.1% |
| 0.9001 | 2 | < 0.1% |
| 2.1739 | 2 | < 0.1% |
| 1.3513 | 2 | < 0.1% |
| 3.5714 | 2 | < 0.1% |
| 0.6231 | 2 | < 0.1% |
| 1.2821 | 2 | < 0.1% |
| 0.5997 | 2 | < 0.1% |
| Other values (145) | 145 | < 0.1% |
| (Missing) | 561010 |
| Value | Count | Frequency (%) |
| 0.1973 | 1 | |
| 0.2833 | 1 | |
| 0.28835 | 1 | |
| 0.3325 | 1 | |
| 0.342 | 1 |
| Value | Count | Frequency (%) |
| 571.42857 | 1 | |
| 259.7402 | 1 | |
| 250 | 1 | |
| 71.4286 | 1 | |
| 62.5 | 1 |
peps_min_conversion_ratio
Real number (ℝ)
| Distinct | 166 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 561010 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.232984195 |
| Minimum | 0.1579 |
|---|---|
| Maximum | 444.44444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0.1579 |
|---|---|
| 5-th percentile | 0.416285 |
| Q1 | 0.766 |
| median | 1.169 |
| Q3 | 3.017525 |
| 95-th percentile | 34.371065 |
| Maximum | 444.44444 |
| Range | 444.28654 |
| Interquartile range (IQR) | 2.251525 |
Descriptive statistics
| Standard deviation | 40.77911151 |
|---|---|
| Coefficient of variation (CV) | 4.416677279 |
| Kurtosis | 81.60072621 |
| Mean | 9.232984195 |
| Median Absolute Deviation (MAD) | 0.59845 |
| Skewness | 8.502169718 |
| Sum | 1606.53925 |
| Variance | 1662.935936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8475 | 3 | < 0.1% |
| 0.5082 | 2 | < 0.1% |
| 0.833 | 2 | < 0.1% |
| 0.8333 | 2 | < 0.1% |
| 0.5258 | 2 | < 0.1% |
| 0.766 | 2 | < 0.1% |
| 1.0811 | 2 | < 0.1% |
| 0.5038 | 1 | < 0.1% |
| 1.2355 | 1 | < 0.1% |
| 185.5288 | 1 | < 0.1% |
| Other values (156) | 156 | < 0.1% |
| (Missing) | 561010 |
| Value | Count | Frequency (%) |
| 0.1579 | 1 | |
| 0.2354 | 1 | |
| 0.2361 | 1 | |
| 0.2406 | 1 | |
| 0.266 | 1 |
| Value | Count | Frequency (%) |
| 444.44444 | 1 | |
| 227.2727 | 1 | |
| 185.5288 | 1 | |
| 58.548 | 1 | |
| 50.813 | 1 |
peps_higher_price
Real number (ℝ)
| Distinct | 169 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 561010 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.30011592 |
| Minimum | 1.968 |
|---|---|
| Maximum | 708.01473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1.968 |
|---|---|
| 5-th percentile | 5.533 |
| Q1 | 22.27 |
| median | 38.66534 |
| Q3 | 65.2274175 |
| 95-th percentile | 133.572306 |
| Maximum | 708.01473 |
| Range | 706.04673 |
| Interquartile range (IQR) | 42.9574175 |
Descriptive statistics
| Standard deviation | 72.20613154 |
|---|---|
| Coefficient of variation (CV) | 1.282521898 |
| Kurtosis | 40.93382712 |
| Mean | 56.30011592 |
| Median Absolute Deviation (MAD) | 19.776185 |
| Skewness | 5.408761605 |
| Sum | 9796.22017 |
| Variance | 5213.725432 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.548 | 2 | < 0.1% |
| 65.27415 | 2 | < 0.1% |
| 92.49838 | 2 | < 0.1% |
| 22.27 | 2 | < 0.1% |
| 49.19 | 2 | < 0.1% |
| 43.74836 | 1 | < 0.1% |
| 7.11724 | 1 | < 0.1% |
| 80.58018 | 1 | < 0.1% |
| 80.93889 | 1 | < 0.1% |
| 5.39 | 1 | < 0.1% |
| Other values (159) | 159 | < 0.1% |
| (Missing) | 561010 |
| Value | Count | Frequency (%) |
| 1.968 | 1 | |
| 2 | 1 | |
| 2.25 | 1 | |
| 2.415 | 1 | |
| 3.11 | 1 |
| Value | Count | Frequency (%) |
| 708.01473 | 1 | |
| 352.79591 | 1 | |
| 330.00033 | 1 | |
| 312.23 | 1 | |
| 211.77467 | 1 |
peps_lower_price
Real number (ℝ)
| Distinct | 166 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 561010 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.18260368 |
| Minimum | 1.6 |
|---|---|
| Maximum | 590.00531 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 4.537 |
| Q1 | 17.97 |
| median | 31.29003 |
| Q3 | 55.274535 |
| 95-th percentile | 111.31273 |
| Maximum | 590.00531 |
| Range | 588.40531 |
| Interquartile range (IQR) | 37.304535 |
Descriptive statistics
| Standard deviation | 59.85118547 |
|---|---|
| Coefficient of variation (CV) | 1.295968194 |
| Kurtosis | 42.15696658 |
| Mean | 46.18260368 |
| Median Absolute Deviation (MAD) | 16.40541 |
| Skewness | 5.512770264 |
| Sum | 8035.77304 |
| Variance | 3582.164402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.5 | 3 | < 0.1% |
| 40.125 | 2 | < 0.1% |
| 14.00011 | 2 | < 0.1% |
| 55.54938 | 2 | < 0.1% |
| 74.00281 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 41.6875 | 2 | < 0.1% |
| 87.19916 | 1 | < 0.1% |
| 67.15015 | 1 | < 0.1% |
| 64.75006 | 1 | < 0.1% |
| Other values (156) | 156 | < 0.1% |
| (Missing) | 561010 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | |
| 1.6667 | 1 | |
| 1.75 | 1 | |
| 2.1 | 1 | |
| 2.55 | 1 |
| Value | Count | Frequency (%) |
| 590.00531 | 1 | |
| 288.00184 | 1 | |
| 282.31043 | 1 | |
| 264.6 | 1 | |
| 176.49135 | 1 |
peps_issue_price
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 561022 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.45026235 |
| Minimum | 12.5 |
|---|---|
| Maximum | 264.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 12.5 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 25 |
| median | 50 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 264.6 |
| Range | 252.1 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 45.08243139 |
|---|---|
| Coefficient of variation (CV) | 0.7457772662 |
| Kurtosis | 8.01891978 |
| Mean | 60.45026235 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.458429898 |
| Sum | 9792.9425 |
| Variance | 2032.42562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 58 | < 0.1% |
| 25 | 48 | < 0.1% |
| 100 | 40 | < 0.1% |
| 250 | 4 | < 0.1% |
| 36.05 | 1 | < 0.1% |
| 264.6 | 1 | < 0.1% |
| 30.15 | 1 | < 0.1% |
| 26.25 | 1 | < 0.1% |
| 12.5 | 1 | < 0.1% |
| 31.58 | 1 | < 0.1% |
| Other values (6) | 6 | < 0.1% |
| (Missing) | 561022 |
| Value | Count | Frequency (%) |
| 12.5 | 1 | < 0.1% |
| 22.25 | 1 | < 0.1% |
| 22.5 | 1 | < 0.1% |
| 25 | 48 | |
| 26.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 264.6 | 1 | < 0.1% |
| 250 | 4 | < 0.1% |
| 113.75 | 1 | < 0.1% |
| 100 | 40 | |
| 56.6875 | 1 | < 0.1% |
percs_max_payoff
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 561181 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.89 |
| Minimum | 27.08 |
|---|---|
| Maximum | 63.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 27.08 |
|---|---|
| 5-th percentile | 28.497 |
| Q1 | 34.165 |
| median | 41.25 |
| Q3 | 52.295 |
| 95-th percentile | 61.131 |
| Maximum | 63.34 |
| Range | 36.26 |
| Interquartile range (IQR) | 18.13 |
Descriptive statistics
| Standard deviation | 18.27359023 |
|---|---|
| Coefficient of variation (CV) | 0.4163497433 |
| Kurtosis | nan |
| Mean | 43.89 |
| Median Absolute Deviation (MAD) | 14.17 |
| Skewness | 0.6365494006 |
| Sum | 131.67 |
| Variance | 333.9241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.34 | 1 | < 0.1% |
| 27.08 | 1 | < 0.1% |
| 41.25 | 1 | < 0.1% |
| (Missing) | 561181 |
| Value | Count | Frequency (%) |
| 27.08 | 1 | |
| 41.25 | 1 | |
| 63.34 | 1 |
| Value | Count | Frequency (%) |
| 63.34 | 1 | |
| 41.25 | 1 | |
| 27.08 | 1 |
dated_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 10783 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 17777 |
| Missing (%) | 3.2% |
| Memory size | 4.3 MiB |
| 2021-09-30 | 634 |
|---|---|
| 2021-06-30 | 606 |
| 2022-02-28 | 570 |
| 2020-02-28 | 564 |
| 2021-01-29 | 537 |
| Other values (10778) |
Unique
| Unique | 1283 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1989-11-01 |
|---|---|
| 2nd row | 1993-10-15 |
| 3rd row | 1994-01-14 |
| 4th row | 1994-08-02 |
| 5th row | 1993-05-15 |
Common Values
| Value | Count | Frequency (%) |
| 2021-09-30 | 634 | 0.1% |
| 2021-06-30 | 606 | 0.1% |
| 2022-02-28 | 570 | 0.1% |
| 2020-02-28 | 564 | 0.1% |
| 2021-01-29 | 537 | 0.1% |
| 2022-04-29 | 536 | 0.1% |
| 2020-01-31 | 536 | 0.1% |
| 2020-09-30 | 531 | 0.1% |
| 2021-02-26 | 516 | 0.1% |
| 2016-06-30 | 515 | 0.1% |
| Other values (10773) | 537862 | |
| (Missing) | 17777 | 3.2% |
first_interest_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 12379 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 114332 |
| Missing (%) | 20.4% |
| Memory size | 4.3 MiB |
| 2004-12-15 | 510 |
|---|---|
| 2005-06-15 | 497 |
| 2003-12-15 | 493 |
| 2004-10-15 | 488 |
| 2004-06-15 | 477 |
| Other values (12374) |
Unique
| Unique | 921 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1990-05-01 |
|---|---|
| 2nd row | 1994-04-15 |
| 3rd row | 1995-02-01 |
| 4th row | 1993-11-15 |
| 5th row | 1994-04-15 |
Common Values
| Value | Count | Frequency (%) |
| 2004-12-15 | 510 | 0.1% |
| 2005-06-15 | 497 | 0.1% |
| 2003-12-15 | 493 | 0.1% |
| 2004-10-15 | 488 | 0.1% |
| 2004-06-15 | 477 | 0.1% |
| 2004-01-15 | 475 | 0.1% |
| 2004-09-15 | 472 | 0.1% |
| 2005-12-15 | 452 | 0.1% |
| 2005-09-15 | 452 | 0.1% |
| 2005-03-15 | 452 | 0.1% |
| Other values (12369) | 442084 | |
| (Missing) | 114332 | 20.4% |
interest_frequency
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1435 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.595409728 |
| Minimum | -1 |
|---|---|
| Maximum | 99 |
| Zeros | 105541 |
| Zeros (%) | 18.8% |
| Negative | 174 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 12 |
| Maximum | 99 |
| Range | 100 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 12.0995973 |
|---|---|
| Coefficient of variation (CV) | 2.632974646 |
| Kurtosis | 52.05334021 |
| Mean | 4.595409728 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.065558098 |
| Sum | 2572276 |
| Variance | 146.4002548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 273178 | |
| 0 | 105541 | 18.8% |
| 4 | 100813 | 18.0% |
| 12 | 63957 | 11.4% |
| 99 | 8312 | 1.5% |
| 1 | 5918 | 1.1% |
| 14 | 1216 | 0.2% |
| 15 | 574 | 0.1% |
| -1 | 174 | < 0.1% |
| 13 | 46 | < 0.1% |
| (Missing) | 1435 | 0.3% |
| Value | Count | Frequency (%) |
| -1 | 174 | < 0.1% |
| 0 | 105541 | 18.8% |
| 1 | 5918 | 1.1% |
| 2 | 273178 | |
| 4 | 100813 | 18.0% |
| Value | Count | Frequency (%) |
| 99 | 8312 | |
| 16 | 20 | < 0.1% |
| 15 | 574 | 0.1% |
| 14 | 1216 | 0.2% |
| 13 | 46 | < 0.1% |
coupon
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 17678 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 80086 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.906022517 |
| Minimum | -0.80271 |
|---|---|
| Maximum | 97.29865 |
| Zeros | 111965 |
| Zeros (%) | 20.0% |
| Negative | 5 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -0.80271 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.32 |
| median | 3.25 |
| Q3 | 6 |
| 95-th percentile | 10.625 |
| Maximum | 97.29865 |
| Range | 98.10136 |
| Interquartile range (IQR) | 5.68 |
Descriptive statistics
| Standard deviation | 3.873341721 |
|---|---|
| Coefficient of variation (CV) | 0.9916332288 |
| Kurtosis | 16.27480277 |
| Mean | 3.906022517 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 2.01254556 |
| Sum | 1879179.621 |
| Variance | 15.00277609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 111965 | 20.0% |
| 5 | 8299 | 1.5% |
| 2 | 7443 | 1.3% |
| 3 | 6953 | 1.2% |
| 6 | 6931 | 1.2% |
| 4 | 6814 | 1.2% |
| 1 | 5393 | 1.0% |
| 5.5 | 4754 | 0.8% |
| 7 | 4630 | 0.8% |
| 5.25 | 4323 | 0.8% |
| Other values (17668) | 313593 | |
| (Missing) | 80086 | 14.3% |
| Value | Count | Frequency (%) |
| -0.80271 | 1 | |
| -0.75 | 1 | |
| -0.375 | 1 | |
| -0.125 | 1 | |
| -0.03322 | 1 |
| Value | Count | Frequency (%) |
| 97.29865 | 1 | < 0.1% |
| 94.78302 | 1 | < 0.1% |
| 93.84754 | 7 | |
| 93.26785 | 1 | < 0.1% |
| 90.28048 | 1 | < 0.1% |
pay_in_kind
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 118847 |
| Missing (%) | 21.2% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 537 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 441800 | |
| Y | 537 | 0.1% |
| (Missing) | 118847 | 21.2% |
Common Values (Plot)
pay_in_kind_exp_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 244 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 560853 |
| Missing (%) | 99.9% |
| Memory size | 4.3 MiB |
| 2003-05-15 | 7 |
|---|---|
| 2003-02-15 | 4 |
| 2018-03-15 | 4 |
| 2016-02-15 | 4 |
| 2011-07-15 | 4 |
| Other values (239) |
Unique
| Unique | 182 ? |
|---|---|
| Unique (%) | 55.0% |
Sample
| 1st row | 1991-12-31 |
|---|---|
| 2nd row | 1998-07-15 |
| 3rd row | 1991-04-06 |
| 4th row | 1993-10-01 |
| 5th row | 1995-08-15 |
Common Values
| Value | Count | Frequency (%) |
| 2003-05-15 | 7 | < 0.1% |
| 2003-02-15 | 4 | < 0.1% |
| 2018-03-15 | 4 | < 0.1% |
| 2016-02-15 | 4 | < 0.1% |
| 2011-07-15 | 4 | < 0.1% |
| 2012-11-01 | 4 | < 0.1% |
| 2018-08-15 | 3 | < 0.1% |
| 2018-06-15 | 3 | < 0.1% |
| 2016-10-15 | 3 | < 0.1% |
| 2015-11-01 | 3 | < 0.1% |
| Other values (234) | 292 | 0.1% |
| (Missing) | 560853 |
coupon_change_indicator
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| F | |
| U | 34371 |
| CFFL | 5868 |
| R | 618 |
| Other values (8) | 1627 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 402241 | |
| F | 116453 | 20.8% |
| U | 34371 | 6.1% |
| CFFL | 5868 | 1.0% |
| R | 618 | 0.1% |
| CFFI | 582 | 0.1% |
| D | 457 | 0.1% |
| T | 359 | 0.1% |
| C | 105 | < 0.1% |
| S | 62 | < 0.1% |
| Other values (3) | 62 | < 0.1% |
day_count_basis
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4334 |
| Missing (%) | 0.8% |
| Memory size | 4.3 MiB |
| 30/360 | |
|---|---|
| ACT/360 | 42211 |
| ACT/ACT | 9636 |
| ACT/365 | 2871 |
| ACT/366 | 23 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 30/360 |
|---|---|
| 2nd row | 30/360 |
| 3rd row | 30/360 |
| 4th row | 30/360 |
| 5th row | 30/360 |
Common Values
| Value | Count | Frequency (%) |
| 30/360 | 502109 | |
| ACT/360 | 42211 | 7.5% |
| ACT/ACT | 9636 | 1.7% |
| ACT/365 | 2871 | 0.5% |
| ACT/366 | 23 | < 0.1% |
| (Missing) | 4334 | 0.8% |
Common Values (Plot)
last_interest_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 15403 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 163278 |
| Missing (%) | 29.1% |
| Memory size | 4.3 MiB |
| 2008-09-30 | 337 |
|---|---|
| 2008-06-30 | 337 |
| 2008-06-15 | 299 |
| 2008-02-28 | 296 |
| 2008-04-30 | 295 |
| Other values (15398) |
Unique
| Unique | 2218 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 2001-05-01 |
|---|---|
| 2nd row | 2003-04-15 |
| 3rd row | 2009-02-01 |
| 4th row | 2022-11-15 |
| 5th row | 2093-04-15 |
Common Values
| Value | Count | Frequency (%) |
| 2008-09-30 | 337 | 0.1% |
| 2008-06-30 | 337 | 0.1% |
| 2008-06-15 | 299 | 0.1% |
| 2008-02-28 | 296 | 0.1% |
| 2008-04-30 | 295 | 0.1% |
| 2007-08-15 | 293 | 0.1% |
| 2010-09-15 | 282 | 0.1% |
| 2008-02-15 | 282 | 0.1% |
| 2014-06-15 | 277 | < 0.1% |
| 2011-12-15 | 276 | < 0.1% |
| Other values (15393) | 394932 | |
| (Missing) | 163278 |
next_interest_date
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 561184 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 4.3 MiB |
currency
Categorical
IMBALANCE  MISSING 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 554471 |
| Missing (%) | 98.8% |
| Memory size | 4.3 MiB |
| EUR | |
|---|---|
| CAD | |
| GBP | |
| JPY | |
| AUD | 121 |
| Other values (41) |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | CAD |
|---|---|
| 2nd row | CAD |
| 3rd row | CAD |
| 4th row | CAD |
| 5th row | CAD |
Common Values
| Value | Count | Frequency (%) |
| EUR | 2651 | 0.5% |
| CAD | 2080 | 0.4% |
| GBP | 634 | 0.1% |
| JPY | 295 | 0.1% |
| AUD | 121 | < 0.1% |
| ZAR | 109 | < 0.1% |
| NOK | 90 | < 0.1% |
| PLN | 89 | < 0.1% |
| CZK | 87 | < 0.1% |
| CHF | 77 | < 0.1% |
| Other values (36) | 480 | 0.1% |
| (Missing) | 554471 |
amt_offered
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 318 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 554471 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1552047.583 |
| Minimum | -200 |
|---|---|
| Maximum | 2000000000 |
| Zeros | 5488 |
| Zeros (%) | 1.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -200 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1000000 |
| Maximum | 2000000000 |
| Range | 2000000200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 36777154.27 |
|---|---|
| Coefficient of variation (CV) | 23.69589352 |
| Kurtosis | 2494.311196 |
| Mean | 1552047.583 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 48.4082822 |
| Sum | 1.041889543 × 1010 |
| Variance | 1.352559076 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5488 | 1.0% |
| 500000 | 174 | < 0.1% |
| 1000000 | 107 | < 0.1% |
| 750000 | 75 | < 0.1% |
| 600000 | 54 | < 0.1% |
| 300000 | 46 | < 0.1% |
| 250000 | 41 | < 0.1% |
| 1250000 | 38 | < 0.1% |
| 200000 | 35 | < 0.1% |
| 700000 | 28 | < 0.1% |
| Other values (308) | 627 | 0.1% |
| (Missing) | 554471 |
| Value | Count | Frequency (%) |
| -200 | 1 | < 0.1% |
| 0 | 5488 | |
| 4000 | 1 | < 0.1% |
| 4554 | 1 | < 0.1% |
| 4900 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2000000000 | 1 | |
| 1924515000 | 1 | |
| 1000000000 | 1 | |
| 354074000 | 1 | |
| 225523000 | 1 |
conversion_rate
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 561136 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 971099.0332 |
| Minimum | 0 |
|---|---|
| Maximum | 20000000 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.1386 |
| Q3 | 7632.5 |
| 95-th percentile | 4720000 |
| Maximum | 20000000 |
| Range | 20000000 |
| Interquartile range (IQR) | 7632.5 |
Descriptive statistics
| Standard deviation | 3729777.822 |
|---|---|
| Coefficient of variation (CV) | 3.84078008 |
| Kurtosis | 19.60173844 |
| Mean | 971099.0332 |
| Median Absolute Deviation (MAD) | 1.1386 |
| Skewness | 4.427216553 |
| Sum | 46612753.59 |
| Variance | 1.39112426 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | < 0.1% |
| 300000 | 2 | < 0.1% |
| 1.1386 | 2 | < 0.1% |
| 9980 | 1 | < 0.1% |
| 5000000 | 1 | < 0.1% |
| 30000 | 1 | < 0.1% |
| 4200000 | 1 | < 0.1% |
| 100000 | 1 | < 0.1% |
| 105.3 | 1 | < 0.1% |
| 16000000 | 1 | < 0.1% |
| Other values (23) | 23 | < 0.1% |
| (Missing) | 561136 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 0.7285 | 1 | < 0.1% |
| 0.7329 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.8796 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000000 | 1 | |
| 16000000 | 1 | |
| 5000000 | 1 | |
| 4200000 | 1 | |
| 500000 | 1 |
consolidation_merger
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 35649 | 6.4% |
| N | 10103 | 1.8% |
| (Missing) | 515432 |
Common Values (Plot)
dividends_related_payments_is
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 41245 | 7.3% |
| Y | 4507 | 0.8% |
| (Missing) | 515432 |
Common Values (Plot)
funded_debt_is
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 364 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45388 | 8.1% |
| Y | 364 | 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
indebtedness_is
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 35192 | 6.3% |
| Y | 10560 | 1.9% |
| (Missing) | 515432 |
Common Values (Plot)
investments
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 892 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 44860 | 8.0% |
| Y | 892 | 0.2% |
| (Missing) | 515432 |
Common Values (Plot)
liens_is
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3591 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 42161 | 7.5% |
| Y | 3591 | 0.6% |
| (Missing) | 515432 |
Common Values (Plot)
maintenance_net_worth
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 742 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45010 | 8.0% |
| Y | 742 | 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
restricted_payments
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37329 | 6.7% |
| Y | 8423 | 1.5% |
| (Missing) | 515432 |
Common Values (Plot)
sales_leaseback_is
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 32224 | 5.7% |
| Y | 13528 | 2.4% |
| (Missing) | 515432 |
Common Values (Plot)
sale_assets
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 35453 | 6.3% |
| N | 10299 | 1.8% |
| (Missing) | 515432 |
Common Values (Plot)
senior_debt_issuance
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 261 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45491 | 8.1% |
| Y | 261 | < 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
stock_issuance_issuer
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1023 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 44729 | 8.0% |
| Y | 1023 | 0.2% |
| (Missing) | 515432 |
Common Values (Plot)
stock_transfer_sale_disp
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1691 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 44061 | 7.9% |
| Y | 1691 | 0.3% |
| (Missing) | 515432 |
Common Values (Plot)
subordinated_debt_issuance
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 1266 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 44486 | 7.9% |
| Y | 1266 | 0.2% |
| (Missing) | 515432 |
Common Values (Plot)
transaction_affiliates
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 37226 | 6.6% |
| Y | 8526 | 1.5% |
| (Missing) | 515432 |
Common Values (Plot)
net_earnings_test_issuance
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 773 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 44979 | 8.0% |
| Y | 773 | 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
fixed_charge_coverage_is
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 4125 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 41627 | 7.4% |
| Y | 4125 | 0.7% |
| (Missing) | 515432 |
Common Values (Plot)
leverage_test_is
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 37 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45715 | 8.1% |
| Y | 37 | < 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
issuer_id_affected
Real number (ℝ)
| Distinct | 602 |
|---|---|
| Distinct (%) | 51.9% |
| Missing | 560023 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11956.29113 |
| Minimum | 45 |
|---|---|
| Maximum | 38239 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 875 |
| Q1 | 2481 |
| median | 5738 |
| Q3 | 23123 |
| 95-th percentile | 34316 |
| Maximum | 38239 |
| Range | 38194 |
| Interquartile range (IQR) | 20642 |
Descriptive statistics
| Standard deviation | 12005.27018 |
|---|---|
| Coefficient of variation (CV) | 1.004096509 |
| Kurtosis | -0.8599613964 |
| Mean | 11956.29113 |
| Median Absolute Deviation (MAD) | 4269 |
| Skewness | 0.8563850647 |
| Sum | 13881254 |
| Variance | 144126512.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2313 | 44 | < 0.1% |
| 3185 | 33 | < 0.1% |
| 5144 | 19 | < 0.1% |
| 1007 | 18 | < 0.1% |
| 11758 | 17 | < 0.1% |
| 6178 | 15 | < 0.1% |
| 1496 | 9 | < 0.1% |
| 1898 | 9 | < 0.1% |
| 35258 | 8 | < 0.1% |
| 34061 | 8 | < 0.1% |
| Other values (592) | 981 | 0.2% |
| (Missing) | 560023 |
| Value | Count | Frequency (%) |
| 45 | 2 | < 0.1% |
| 124 | 1 | < 0.1% |
| 168 | 1 | < 0.1% |
| 219 | 1 | < 0.1% |
| 237 | 5 |
| Value | Count | Frequency (%) |
| 38239 | 2 | |
| 36576 | 1 | |
| 36375 | 1 | |
| 36200 | 1 | |
| 36146 | 1 |
filing_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 460 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 560023 |
| Missing (%) | 99.8% |
| Memory size | 4.3 MiB |
| 2002-01-22 | 44 |
|---|---|
| 2001-04-06 | 33 |
| 2002-07-21 | 32 |
| 2001-03-07 | 30 |
| 2002-05-08 | 23 |
| Other values (455) |
Unique
| Unique | 242 ? |
|---|---|
| Unique (%) | 20.8% |
Sample
| 1st row | 1998-09-28 |
|---|---|
| 2nd row | 1999-06-25 |
| 3rd row | 1999-12-01 |
| 4th row | 1996-01-05 |
| 5th row | 1996-01-05 |
Common Values
| Value | Count | Frequency (%) |
| 2002-01-22 | 44 | < 0.1% |
| 2001-04-06 | 33 | < 0.1% |
| 2002-07-21 | 32 | < 0.1% |
| 2001-03-07 | 30 | < 0.1% |
| 2002-05-08 | 23 | < 0.1% |
| 2001-07-16 | 22 | < 0.1% |
| 2003-09-14 | 17 | < 0.1% |
| 2003-06-20 | 16 | < 0.1% |
| 2002-12-18 | 13 | < 0.1% |
| 2001-10-01 | 13 | < 0.1% |
| Other values (450) | 918 | 0.2% |
| (Missing) | 560023 |
settlement
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 541 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 560077 |
| Missing (%) | 99.8% |
| Memory size | 4.3 MiB |
| LIQUIDATION. | 47 |
|---|---|
| HOLDERS WILL REC APPX 29% OF THE STOCK OF THE REORG KMART. | 43 |
| 100% INITIAL EQUITY OF NTL UK & IRELAND, APPX 86.5% NTL EUROCO. | 19 |
| SR NT $400MM W/ AN INT RATE OF 3 MO AVE LIBOR + 3% & $500MM 11%. | 18 |
| BOND HOLDERS WILL GET .36CENTS OF NEW DEBT & EQUITY FOR EACH $. | 17 |
| Other values (536) |
Unique
| Unique | 367 ? |
|---|---|
| Unique (%) | 33.2% |
Sample
| 1st row | $1,000 PRIN AMT OF NT, HLDR WILL REC $10.213 IN CASH PRIN & INT. |
|---|---|
| 2nd row | HLDG'S REC 45% FACE AMT, 6% NEW NOTES & STOCK IN NEW COMPANY. |
| 3rd row | US GOVN'MT GUARANTEED SHIP FINANCING. SHIP CHG'D GOVN'MT AGENCY. |
| 4th row | NO SETTLEMENT |
| 5th row | CANCELED / WILL RECEIVE NEW COMMON STOCK AND WARRANTS |
Common Values
| Value | Count | Frequency (%) |
| LIQUIDATION. | 47 | < 0.1% |
| HOLDERS WILL REC APPX 29% OF THE STOCK OF THE REORG KMART. | 43 | < 0.1% |
| 100% INITIAL EQUITY OF NTL UK & IRELAND, APPX 86.5% NTL EUROCO. | 19 | < 0.1% |
| SR NT $400MM W/ AN INT RATE OF 3 MO AVE LIBOR + 3% & $500MM 11%. | 18 | < 0.1% |
| BOND HOLDERS WILL GET .36CENTS OF NEW DEBT & EQUITY FOR EACH $. | 17 | < 0.1% |
| RESTRUCTURED INTO NEW SR NOTES OF FINOVA. | 17 | < 0.1% |
| CREDITORS WILL REC A COMBINATION OF CASH AND NEW NTS. | 16 | < 0.1% |
| SALE OF ASSETS. | 16 | < 0.1% |
| NO INFORMATION. | 15 | < 0.1% |
| PROPOSED $568MM SALE OF ALL COMPANY ASSETS TO KPNQWEST NV. | 11 | < 0.1% |
| Other values (531) | 888 | 0.2% |
| (Missing) | 560077 |
other_sec_type
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 561154 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| PC | |
|---|---|
| CS | |
| CSB | |
| DEB | 1 |
| PS | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | CSB |
|---|---|
| 2nd row | CS |
| 3rd row | CS |
| 4th row | CS |
| 5th row | CS |
Common Values
| Value | Count | Frequency (%) |
| PC | 13 | < 0.1% |
| CS | 10 | < 0.1% |
| CSB | 4 | < 0.1% |
| DEB | 1 | < 0.1% |
| PS | 1 | < 0.1% |
| CSA | 1 | < 0.1% |
| (Missing) | 561154 |
Common Values (Plot)
other_sec_issuer
Categorical
| Distinct | 50 |
|---|---|
| Distinct (%) | 64.9% |
| Missing | 561107 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| COMMON STOCK | |
|---|---|
| UNITED MEXICAN STATES | |
| TEXAS UTILITIES CO | 2 |
| PPL CORPORATION | 2 |
| ONO FINANCE PLC | 2 |
| Other values (45) |
Unique
| Unique | 44 ? |
|---|---|
| Unique (%) | 57.1% |
Sample
| 1st row | AFFILIATED NEWSPAPERS |
|---|---|
| 2nd row | COMMON STOCK |
| 3rd row | AFCA COMMON STOCK |
| 4th row | COMMON STOCK |
| 5th row | COMMON STOCK |
Common Values
| Value | Count | Frequency (%) |
| COMMON STOCK | 19 | < 0.1% |
| UNITED MEXICAN STATES | 6 | < 0.1% |
| TEXAS UTILITIES CO | 2 | < 0.1% |
| PPL CORPORATION | 2 | < 0.1% |
| ONO FINANCE PLC | 2 | < 0.1% |
| SMITTYS SUPERMARKET INC. COMMON STOCK CL | 2 | < 0.1% |
| KAUFMAN & BROAD HOME | 1 | < 0.1% |
| LINCOLN NATIONAL CORP | 1 | < 0.1% |
| MONSANTO CO | 1 | < 0.1% |
| ARGENTINAL REP | 1 | < 0.1% |
| Other values (40) | 40 | < 0.1% |
| (Missing) | 561107 |
sec_cusip
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 561173 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
quantity
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 561106 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1608059.834 |
| Minimum | 0 |
|---|---|
| Maximum | 20000000 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4538 |
| Q1 | 5 |
| median | 20 |
| Q3 | 12675 |
| 95-th percentile | 11435144.95 |
| Maximum | 20000000 |
| Range | 20000000 |
| Interquartile range (IQR) | 12670 |
Descriptive statistics
| Standard deviation | 4488069.351 |
|---|---|
| Coefficient of variation (CV) | 2.790984051 |
| Kurtosis | 9.19406511 |
| Mean | 1608059.834 |
| Median Absolute Deviation (MAD) | 19.904 |
| Skewness | 3.129573308 |
| Sum | 125428667.1 |
| Variance | 2.01427665 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7 | < 0.1% |
| 2 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9000 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 20 | 3 | < 0.1% |
| 0 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 100 | 3 | < 0.1% |
| 2578470 | 2 | < 0.1% |
| Other values (39) | 43 | < 0.1% |
| (Missing) | 561106 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.192 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 1 | 7 | |
| 1.723 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000000 | 2 | |
| 17500000 | 1 | |
| 16500000 | 1 | |
| 10541347 | 1 | |
| 9769923 | 1 |
date_transferable
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 561154 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| 1992-07-01 | |
|---|---|
| 2000-05-06 | |
| 2001-05-09 | |
| 1994-09-15 | |
| 2001-10-31 | 1 |
| Other values (17) |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | 1994-07-20 |
|---|---|
| 2nd row | 1985-09-30 |
| 3rd row | 1985-07-02 |
| 4th row | 1994-07-13 |
| 5th row | 1994-09-15 |
Common Values
| Value | Count | Frequency (%) |
| 1992-07-01 | 6 | < 0.1% |
| 2000-05-06 | 2 | < 0.1% |
| 2001-05-09 | 2 | < 0.1% |
| 1994-09-15 | 2 | < 0.1% |
| 2001-10-31 | 1 | < 0.1% |
| 2001-06-19 | 1 | < 0.1% |
| 2001-03-21 | 1 | < 0.1% |
| 2000-08-22 | 1 | < 0.1% |
| 2000-06-28 | 1 | < 0.1% |
| 2000-06-16 | 1 | < 0.1% |
| Other values (12) | 12 | < 0.1% |
| (Missing) | 561154 |
date_subj_adjustment
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 561154 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 19 | < 0.1% |
| Y | 11 | < 0.1% |
| (Missing) | 561154 |
Common Values (Plot)
market_price
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 49.2% |
| Missing | 561125 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.473644068 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 28 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 10.25 |
| 95-th percentile | 22.4875 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 10.25 |
Descriptive statistics
| Standard deviation | 9.729837323 |
|---|---|
| Coefficient of variation (CV) | 1.502992321 |
| Kurtosis | 6.966728533 |
| Mean | 6.473644068 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.2889427 |
| Sum | 381.945 |
| Variance | 94.66973434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | < 0.1% |
| 15.41 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9.75 | 2 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 29.125 | 1 | < 0.1% |
| 21.25 | 1 | < 0.1% |
| 10.75 | 1 | < 0.1% |
| 5.375 | 1 | < 0.1% |
| 1.375 | 1 | < 0.1% |
| Other values (19) | 19 | < 0.1% |
| (Missing) | 561125 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 0.5 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.375 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 51 | 1 | |
| 30.875 | 1 | |
| 29.125 | 1 | |
| 21.75 | 1 | |
| 21.25 | 1 |
allocated_offering_price_other
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 43.9% |
| Missing | 561118 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.35483333 |
| Minimum | 0 |
|---|---|
| Maximum | 1156 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 15.8525 |
| 95-th percentile | 294 |
| Maximum | 1156 |
| Range | 1156 |
| Interquartile range (IQR) | 15.8525 |
Descriptive statistics
| Standard deviation | 160.9600562 |
|---|---|
| Coefficient of variation (CV) | 3.016784913 |
| Kurtosis | 34.5378874 |
| Mean | 53.35483333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.380021942 |
| Sum | 3521.419 |
| Variance | 25908.1397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | < 0.1% |
| 12.375 | 2 | < 0.1% |
| 195 | 2 | < 0.1% |
| 15.41 | 2 | < 0.1% |
| 200 | 1 | < 0.1% |
| 24.73 | 1 | < 0.1% |
| 1.459 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 1156 | 1 | < 0.1% |
| Other values (19) | 19 | < 0.1% |
| (Missing) | 561118 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 0.067 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.353 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1156 | 1 | |
| 352.5 | 1 | |
| 323 | 1 | |
| 304.5 | 1 | |
| 262.5 | 1 |
overallotment_expiration_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 3023 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 556812 |
| Missing (%) | 99.2% |
| Memory size | 4.3 MiB |
| 2020-06-01 | 13 |
|---|---|
| 2004-03-11 | 6 |
| 2008-01-05 | 6 |
| 2003-06-20 | 6 |
| 2006-05-12 | 5 |
| Other values (3018) |
Unique
| Unique | 2086 ? |
|---|---|
| Unique (%) | 47.7% |
Sample
| 1st row | 1994-01-14 |
|---|---|
| 2nd row | 1994-02-20 |
| 3rd row | 1992-04-20 |
| 4th row | 1992-04-12 |
| 5th row | 2002-01-15 |
Common Values
| Value | Count | Frequency (%) |
| 2020-06-01 | 13 | < 0.1% |
| 2004-03-11 | 6 | < 0.1% |
| 2008-01-05 | 6 | < 0.1% |
| 2003-06-20 | 6 | < 0.1% |
| 2006-05-12 | 5 | < 0.1% |
| 2021-03-18 | 5 | < 0.1% |
| 2017-09-16 | 5 | < 0.1% |
| 2006-12-15 | 5 | < 0.1% |
| 2003-06-14 | 5 | < 0.1% |
| 2003-06-29 | 5 | < 0.1% |
| Other values (3013) | 4311 | 0.8% |
| (Missing) | 556812 |
exercised
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 557173 |
| Missing (%) | 99.3% |
| Memory size | 4.3 MiB |
| Y | |
|---|---|
| N |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 3217 | 0.6% |
| N | 794 | 0.1% |
| (Missing) | 557173 |
Common Values (Plot)
exercised_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 2388 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 558015 |
| Missing (%) | 99.4% |
| Memory size | 4.3 MiB |
| 2003-07-30 | 6 |
|---|---|
| 2021-03-16 | 6 |
| 2003-07-02 | 6 |
| 2009-10-01 | 6 |
| 1999-01-14 | 5 |
| Other values (2383) |
Unique
| Unique | 1798 ? |
|---|---|
| Unique (%) | 56.7% |
Sample
| 1st row | 1994-02-20 |
|---|---|
| 2nd row | 1992-04-20 |
| 3rd row | 1992-04-12 |
| 4th row | 1995-01-04 |
| 5th row | 1992-07-05 |
Common Values
| Value | Count | Frequency (%) |
| 2003-07-30 | 6 | < 0.1% |
| 2021-03-16 | 6 | < 0.1% |
| 2003-07-02 | 6 | < 0.1% |
| 2009-10-01 | 6 | < 0.1% |
| 1999-01-14 | 5 | < 0.1% |
| 2003-06-30 | 5 | < 0.1% |
| 2019-10-31 | 5 | < 0.1% |
| 2003-06-23 | 5 | < 0.1% |
| 2020-05-22 | 5 | < 0.1% |
| 2003-06-16 | 5 | < 0.1% |
| Other values (2378) | 3115 | 0.6% |
| (Missing) | 558015 |
amount
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 654 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 556902 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167573.4081 |
| Minimum | 0 |
|---|---|
| Maximum | 210245000 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1650 |
| Q1 | 11250 |
| median | 25000 |
| Q3 | 50000 |
| 95-th percentile | 150000 |
| Maximum | 210245000 |
| Range | 210245000 |
| Interquartile range (IQR) | 38750 |
Descriptive statistics
| Standard deviation | 3660998.14 |
|---|---|
| Coefficient of variation (CV) | 21.84713065 |
| Kurtosis | 2604.658668 |
| Mean | 167573.4081 |
| Median Absolute Deviation (MAD) | 17500 |
| Skewness | 47.88437067 |
| Sum | 717549333.4 |
| Variance | 1.340290738 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15000 | 311 | 0.1% |
| 25000 | 303 | 0.1% |
| 50000 | 252 | < 0.1% |
| 30000 | 223 | < 0.1% |
| 75000 | 180 | < 0.1% |
| 22500 | 136 | < 0.1% |
| 45000 | 134 | < 0.1% |
| 10000 | 121 | < 0.1% |
| 37500 | 112 | < 0.1% |
| 20000 | 109 | < 0.1% |
| Other values (644) | 2401 | 0.4% |
| (Missing) | 556902 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 12 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 210245000 | 1 | |
| 82500000 | 1 | |
| 48750000 | 1 | |
| 37500000 | 1 | |
| 30000000 | 1 |
notification_period
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 462 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 559100 |
| Missing (%) | 99.6% |
| Memory size | 4.3 MiB |
| 1-20 BUSINESS DAYS | |
|---|---|
| 20 BUSINESS DAYS | |
| 30 DAYS | |
| 30-60 DAYS | 100 |
| 20 DAYS | 67 |
| Other values (457) |
Unique
| Unique | 315 ? |
|---|---|
| Unique (%) | 15.1% |
Sample
| 1st row | 20 DAYS |
|---|---|
| 2nd row | 30 DAYS |
| 3rd row | 07/15 - 08/01 |
| 4th row | 30-60 DAYS |
| 5th row | 12/16 - 01/15 |
Common Values
| Value | Count | Frequency (%) |
| 1-20 BUSINESS DAYS | 483 | 0.1% |
| 20 BUSINESS DAYS | 192 | < 0.1% |
| 30 DAYS | 179 | < 0.1% |
| 30-60 DAYS | 100 | < 0.1% |
| 20 DAYS | 67 | < 0.1% |
| SEE FOOTNOTE | 31 | < 0.1% |
| 0-20 BUSINESS DAYS | 29 | < 0.1% |
| 5-20 BUSINESS DAYS | 29 | < 0.1% |
| 30 BUSINESS DAYS | 24 | < 0.1% |
| 15 30 | 23 | < 0.1% |
| Other values (452) | 927 | 0.2% |
| (Missing) | 559100 |
next_put_date
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 153 |
|---|---|
| Distinct (%) | 63.5% |
| Missing | 560943 |
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
| 2023-11-04 | 7 |
|---|---|
| 2022-12-15 | 6 |
| 2022-11-27 | 6 |
| 2024-10-26 | 6 |
| 2022-11-15 | 5 |
| Other values (148) |
Unique
| Unique | 109 ? |
|---|---|
| Unique (%) | 45.2% |
Sample
| 1st row | 2022-08-15 |
|---|---|
| 2nd row | 2022-09-15 |
| 3rd row | 2022-09-01 |
| 4th row | 2023-01-01 |
| 5th row | 2023-08-01 |
Common Values
| Value | Count | Frequency (%) |
| 2023-11-04 | 7 | < 0.1% |
| 2022-12-15 | 6 | < 0.1% |
| 2022-11-27 | 6 | < 0.1% |
| 2024-10-26 | 6 | < 0.1% |
| 2022-11-15 | 5 | < 0.1% |
| 2022-09-15 | 5 | < 0.1% |
| 2022-08-15 | 5 | < 0.1% |
| 2023-12-21 | 4 | < 0.1% |
| 2023-02-07 | 4 | < 0.1% |
| 2023-02-15 | 4 | < 0.1% |
| Other values (143) | 189 | < 0.1% |
| (Missing) | 560943 |
next_put_price
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 560941 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.37262934 |
| Minimum | 48.47231 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 48.47231 |
|---|---|
| 5-th percentile | 98 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 110 |
| Range | 61.52769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.762159893 |
|---|---|
| Coefficient of variation (CV) | 0.03785911591 |
| Kurtosis | 145.390164 |
| Mean | 99.37262934 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -11.22781629 |
| Sum | 24147.54893 |
| Variance | 14.15384706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 194 | < 0.1% |
| 98 | 35 | < 0.1% |
| 99 | 4 | < 0.1% |
| 98.14 | 1 | < 0.1% |
| 76.1 | 1 | < 0.1% |
| 99.5 | 1 | < 0.1% |
| 99.625 | 1 | < 0.1% |
| 99.125 | 1 | < 0.1% |
| 99.75 | 1 | < 0.1% |
| 96.81462 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| (Missing) | 560941 |
| Value | Count | Frequency (%) |
| 48.47231 | 1 | < 0.1% |
| 76.1 | 1 | < 0.1% |
| 94.022 | 1 | < 0.1% |
| 96.81462 | 1 | < 0.1% |
| 98 | 35 |
| Value | Count | Frequency (%) |
| 110 | 1 | < 0.1% |
| 100 | 194 | |
| 99.75 | 1 | < 0.1% |
| 99.625 | 1 | < 0.1% |
| 99.5 | 1 | < 0.1% |
borrowing_restricted
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 64 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45688 | 8.1% |
| Y | 64 | < 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
dividends_related_payments_sub
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 38162 | 6.8% |
| Y | 7590 | 1.4% |
| (Missing) | 515432 |
Common Values (Plot)
funded_debt_sub
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 389 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45363 | 8.1% |
| Y | 389 | 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
indebtedness_sub
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 35246 | 6.3% |
| Y | 10506 | 1.9% |
| (Missing) | 515432 |
Common Values (Plot)
stock_issuance
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3168 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 42584 | 7.6% |
| Y | 3168 | 0.6% |
| (Missing) | 515432 |
Common Values (Plot)
preferred_stock_issuance
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3639 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 42113 | 7.5% |
| Y | 3639 | 0.6% |
| (Missing) | 515432 |
Common Values (Plot)
investments_unrestricted_subs
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 604 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | Y |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45148 | 8.0% |
| Y | 604 | 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
sale_xfer_assets_unrestricted
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 137 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45615 | 8.1% |
| Y | 137 | < 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
subsidiary_redesignation
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 2253 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 43499 | 7.8% |
| Y | 2253 | 0.4% |
| (Missing) | 515432 |
Common Values (Plot)
subsidiary_guarantee
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 40935 | 7.3% |
| Y | 4817 | 0.9% |
| (Missing) | 515432 |
Common Values (Plot)
sales_leaseback_sub
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | Y |
| 3rd row | N |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 32891 | 5.9% |
| Y | 12861 | 2.3% |
| (Missing) | 515432 |
Common Values (Plot)
liens_sub
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 3060 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 42692 | 7.6% |
| Y | 3060 | 0.5% |
| (Missing) | 515432 |
Common Values (Plot)
fixed_charge_coverage_sub
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 4058 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 41694 | 7.4% |
| Y | 4058 | 0.7% |
| (Missing) | 515432 |
Common Values (Plot)
leverage_test_sub
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 515432 |
| Missing (%) | 91.8% |
| Memory size | 4.3 MiB |
| N | |
|---|---|
| Y | 23 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 45729 | 8.1% |
| Y | 23 | < 0.1% |
| (Missing) | 515432 |
Common Values (Plot)
unit_cusip
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 560998 |
|---|---|
| Missing (%) | > 99.9% |
| Memory size | 4.3 MiB |
total_units_offered
Real number (ℝ)
| Distinct | 117 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 561016 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 957131.5893 |
| Minimum | 0 |
|---|---|
| Maximum | 20000000 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 79.2 |
| Q1 | 24500 |
| median | 125000 |
| Q3 | 303500 |
| 95-th percentile | 3867229.6 |
| Maximum | 20000000 |
| Range | 20000000 |
| Interquartile range (IQR) | 279000 |
Descriptive statistics
| Standard deviation | 3212874.904 |
|---|---|
| Coefficient of variation (CV) | 3.356774491 |
| Kurtosis | 22.46410593 |
| Mean | 957131.5893 |
| Median Absolute Deviation (MAD) | 114626 |
| Skewness | 4.713944539 |
| Sum | 160798107 |
| Variance | 1.032256515 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 10 | < 0.1% |
| 300000 | 7 | < 0.1% |
| 0 | 5 | < 0.1% |
| 125000 | 3 | < 0.1% |
| 6000 | 3 | < 0.1% |
| 9000 | 3 | < 0.1% |
| 80000 | 3 | < 0.1% |
| 225000 | 3 | < 0.1% |
| 105000 | 3 | < 0.1% |
| 50000 | 3 | < 0.1% |
| Other values (107) | 125 | < 0.1% |
| (Missing) | 561016 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000000 | 2 | |
| 17500000 | 1 | |
| 16500000 | 1 | |
| 14000000 | 1 | |
| 10541347 | 1 |
principal_amt_per_unit
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 561029 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1014.614523 |
| Minimum | 0 |
|---|---|
| Maximum | 20000 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 307.4935 |
| median | 1000 |
| Q3 | 1000 |
| 95-th percentile | 1000 |
| Maximum | 20000 |
| Range | 20000 |
| Interquartile range (IQR) | 692.5065 |
Descriptive statistics
| Standard deviation | 1947.507728 |
|---|---|
| Coefficient of variation (CV) | 1.919455798 |
| Kurtosis | 64.19708134 |
| Mean | 1014.614523 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.428510541 |
| Sum | 157265.251 |
| Variance | 3792786.351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000 | 99 | < 0.1% |
| 50 | 15 | < 0.1% |
| 25 | 9 | < 0.1% |
| 0 | 4 | < 0.1% |
| 10 | 3 | < 0.1% |
| 100 | 2 | < 0.1% |
| 10000 | 2 | < 0.1% |
| 104.987 | 1 | < 0.1% |
| 996.13 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| Other values (18) | 18 | < 0.1% |
| (Missing) | 561029 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 10 | 3 | < 0.1% |
| 25 | 9 | |
| 40 | 1 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000 | 1 | < 0.1% |
| 10000 | 2 | < 0.1% |
| 5000 | 1 | < 0.1% |
| 3750 | 1 | < 0.1% |
| 1000 | 99 |
allocated_offering_price_unit
Real number (ℝ)
| Distinct | 84 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 560968 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 426.6437591 |
| Minimum | 0 |
|---|---|
| Maximum | 41303 |
| Zeros | 112 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 486.915 |
| 95-th percentile | 984.1475 |
| Maximum | 41303 |
| Range | 41303 |
| Interquartile range (IQR) | 486.915 |
Descriptive statistics
| Standard deviation | 2833.450926 |
|---|---|
| Coefficient of variation (CV) | 6.641257175 |
| Kurtosis | 204.1446634 |
| Mean | 426.6437591 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.11041286 |
| Sum | 92155.05196 |
| Variance | 8028444.15 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 112 | < 0.1% |
| 50 | 8 | < 0.1% |
| 25 | 6 | < 0.1% |
| 87.625 | 2 | < 0.1% |
| 977.5 | 2 | < 0.1% |
| 100 | 2 | < 0.1% |
| 945.5 | 2 | < 0.1% |
| 805 | 2 | < 0.1% |
| 863.93 | 2 | < 0.1% |
| 984.59 | 2 | < 0.1% |
| Other values (74) | 76 | < 0.1% |
| (Missing) | 560968 |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 0.27 | 1 | < 0.1% |
| 9.933 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 23.541 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 41303 | 1 | |
| 4738.87 | 1 | |
| 1000 | 2 | |
| 998.64 | 1 | |
| 988.73 | 1 |